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Dequantified Diffusion-Schrödinger Bridge for Density Ratio Estimation
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Robust Spatio-Temporal Centralized Interaction for OOD Learning
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Retrieval-Augmented Perception: High-resolution Image Perception Meets Visual RAG
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FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing
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The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking
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Playmate: Flexible Control of Portrait Animation via 3D-Implicit Space Guided Diffusion
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Strengthen Out-of-Distribution Detection Capability with Progressive Self-Knowledge Distillation
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HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport
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OpenReview]
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Federated Incomplete Multi-view Clustering with Globally Fused Graph Guidance
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Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin
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Improving Multimodal Learning Balance and Sufficiency through Data Remixing
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OpenReview]
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Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation
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LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
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Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales
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Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
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OpenReview]
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TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness
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OpenReview]
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Enhancing Graph Invariant Learning from a Negative Inference Perspective
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Nearly Optimal Algorithms for Contextual Dueling Bandits from Adversarial Feedback
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
OneForecast: A Universal Framework for Global and Regional Weather Forecasting
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2008
FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
Feature-Mapping Topology Optimization with Neural Heaviside Signed Distance Functions
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1811
Clustering Items through Bandit Feedback: Finding the Right Feature out of Many
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-900
It's My Data Too: Private ML for Datasets with Multi-User Training Examples
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-124
HetSSNet: Spatial-Spectral Heterogeneous Graph Learning Network for Panchromatic and Multispectral Images Fusion
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1505
Confidence Difference Reflects Various Supervised Signals in Confidence-Difference Classification
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
Adaptive Exploration for Multi-Reward Multi-Policy Evaluation
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1504
Nonparametric Teaching for Graph Property Learners
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1102
Vision-Language Models Create Cross-Modal Task Representations
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2306
Stochastic Layer-Wise Shuffle for Improving Vision Mamba Training
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3211
Masked Autoencoders Are Effective Tokenizers for Diffusion Models
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-506
Efficient Distributed Optimization under Heavy-Tailed Noise
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
CellFlux: Simulating Cellular Morphology Changes via Flow Matching
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1509
Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2403
Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2409
RE-Bench: Evaluating Frontier AI R&D Capabilities of Language Model Agents against Human Experts
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2404
Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
Efficient Personalized Adaptation for Physiological Signal Foundation Model
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2211
Winner-takes-all for Multivariate Probabilistic Time Series Forecasting
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2110
Neural Collapse Beyond the Unconstrained Features Model: Landscape, Dynamics, and Generalization in the Mean-Field Regime
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
Stealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
Automatic Differentiation of Optimization Algorithms with Time-Varying Updates
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3505
On Exact Bit-level Reversible Transformers Without Changing Architecture
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
Feature out! Let Raw Image as Your Condition for Blind Face Restoration
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1006
AKORN: Adaptive Knots generated Online for RegressioN splines
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
Towards Learning to Complete Anything in Lidar
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
Efficient Motion Prompt Learning for Robust Visual Tracking
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3410
Selective Prompt Anchoring for Code Generation
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2904
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3204
RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2100
AtlasD: Automatic Local Symmetry Discovery
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
QPRL : Learning Optimal Policies with Quasi-Potential Functions for Asymmetric Traversal
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1108
AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2903
FlatQuant: Flatness Matters for LLM Quantization
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
Calibrating Video Watch-time Predictions with Credible Prototype Alignment
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2200
TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1503
Navigating Conflicting Views: Harnessing Trust for Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3409
Strategy Coopetition Explains the Emergence and Transience of In-Context Learning
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OpenReview]
Oral Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-602
Position: Probabilistic Modelling is Sufficient for Causal Inference
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2902
RuleAdapter: Dynamic Rules for training Safety Reward Models in RLHF
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2901
Adaptive Localization of Knowledge Negation for Continual LLM Unlearning
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
VideoRoPE: What Makes for Good Video Rotary Position Embedding?
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1301
A Mathematical Framework for AI-Human Integration in Work
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3101
Simple Path Structural Encoding for Graph Transformers
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-718
AssistanceZero: Scalably Solving Assistance Games
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2310
Deep Principal Support Vector Machines for Nonlinear Sufficient Dimension Reduction
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
In-Context Reinforcement Learning From Suboptimal Historical Data
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
A Machine Learning Approach to Duality in Statistical Physics
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3100
Aggregation Buffer: Revisiting DropEdge with a New Parameter Block
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1604
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
Asymmetric Decision-Making in Online Knowledge Distillation: Unifying Consensus and Divergence
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
ReferSplat: Referring Segmentation in 3D Gaussian Splatting
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3000
G-Adaptivity: optimised graph-based mesh relocation for finite element methods
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2803
Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2707
ReVISE: Learning to Refine at Test-Time via Intrinsic Self-Verification
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3601
Stable Fair Graph Representation Learning with Lipschitz Constraint
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2807
Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2603
Large Language Models are Demonstration Pre-Selectors for Themselves
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2808
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1004
GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1801
CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1807
Competing Bandits in Matching Markets via Super Stability
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1206
(How) Can Transformers Predict Pseudo-Random Numbers?
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
Open Materials Generation with Stochastic Interpolants
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1506
Learning to Match Unpaired Data with Minimum Entropy Coupling
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3002
Rhomboid Tiling for Geometric Graph Deep Learning
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3607
Universal Approximation of Mean-Field Models via Transformers
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1501
Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-904
On Learning Parallel Pancakes with Mostly Uniform Weights
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1700
Divide and Conquer: Learning Label Distribution with Subtasks
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2602
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2309
PRIME: Deep Imbalanced Regression with Proxies
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
Contextual Online Decision Making with Infinite-Dimensional Functional Regression
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2209
Lightweight Online Adaption for Time Series Foundation Model Forecasts
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
MIPT: Multilevel Informed Prompt Tuning for Robust Molecular Property Prediction
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
Calibrated Value-Aware Model Learning with Probabilistic Environment Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2112
Global curvature for second-order optimization of neural networks
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3004
A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1409
Revisiting Non-Acyclic GFlowNets in Discrete Environments
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2910
PARM: Multi-Objective Test-Time Alignment via Preference-Aware Autoregressive Reward Model
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3005
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1808
Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
MIRROR: Make Your Object-Level Multi-View Generation More Consistent with Training-Free Rectification
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Preference-CFR: Beyond Nash Equilibrium for Better Game Strategies
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2711
HPS: Hard Preference Sampling for Human Preference Alignment
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2103
CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning
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OpenReview]
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2704
Function-to-Style Guidance of LLMs for Code Translation
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Settling the Maximin Share Fairness for Scheduling among Groups of Machines
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3611
On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-818
Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3300
Learning to Quantize for Training Vector-Quantized Networks
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2510
AMPO: Active Multi Preference Optimization for Self-play Preference Selection
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2111
Transformative or Conservative? Conservation laws for ResNets and Transformers
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3403
Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2701
Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1907
Distinguishing Cause from Effect with Causal Velocity Models
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2712
Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism
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Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
Sparse-pivot: Dynamic correlation clustering for node insertions
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Approximation to Smooth Functions by Low-Rank Swish Networks
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1007
Pareto-Optimality, Smoothness, and Stochasticity in Learning-Augmented One-Max-Search
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Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1207
Prediction via Shapley Value Regression
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1208
Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3612
Incorporating Arbitrary Matrix Group Equivariance into KANs
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-609
A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1008
Tracking The Best Expert Privately
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1703
Randomized Dimensionality Reduction for Euclidean Maximization and Diversity Measures
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
PhySpec: Physically Consistent Spectral Reconstruction via Orthogonal Subspace Decomposition and Self-Supervised Meta-Auxiliary Learning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Tracking Most Significant Shifts in Infinite-Armed Bandits
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2610
TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
Temperature-Annealed Boltzmann Generators
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
Generative Point Cloud Registration
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2208
MTSTRec: Multimodal Time-Aligned Shared Token Recommender
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3308
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3613
RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer
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Slides]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3009
Propagate and Inject: Revisiting Propagation-Based Feature Imputation for Graphs with Partially Observed Features
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2511
How Much Can We Forget about Data Contamination?
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Provable In-Context Vector Arithmetic via Retrieving Task Concepts
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
Model Uncertainty Quantification by Conformal Prediction in Continual Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2005
A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2006
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1609
Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
Optimal Transport Barycenter via Nonconvex-Concave Minimax Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3307
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2508
SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1901
Signed Laplacians for Constrained Graph Clustering
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1300
On the Impact of Performative Risk Minimization for Binary Random Variables
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3304
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1905
A Recipe for Causal Graph Regression: Confounding Effects Revisited
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2506
A Hitchhiker's Guide to Scaling Law Estimation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1400
Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3109
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
Learning Event Completeness for Weakly Supervised Video Anomaly Detection
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3108
Spherical-Nested Diffusion Model for Panoramic Image Outpainting
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2204
Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2911
Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3201
FlexiClip: Locality-Preserving Free-Form Character Animation
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3305
What If We Recaption Billions of Web Images with LLaMA-3?
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
UniMC: Taming Diffusion Transformer for Unified Keypoint-Guided Multi-Class Image Generation
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2207
OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable?
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3400
Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Core Knowledge Deficits in Multi-Modal Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2007
Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1000
CollabLLM: From Passive Responders to Active Collaborators
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
PEINR: A Physics-enhanced Implicit Neural Representation for High-Fidelity Flow Field Reconstruction
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1104
Which Attention Heads Matter for In-Context Learning?
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1903
Arrow: Accelerator for Time Series Causal Discovery with Time Weaving
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
Multi-Stage Manipulation with Demonstration-Augmented Reward, Policy, and World Model Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3605
Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
When Can Proxies Improve the Sample Complexity of Preference Learning?
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
DyPolySeg: Taylor Series-Inspired Dynamic Polynomial Fitting Network for Few-shot Point Cloud Semantic Segmentation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3506
MixMin: Finding Data Mixtures via Convex Minimization
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2502
RLTHF: Targeted Human Feedback for LLM Alignment
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2205
LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1910
A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
Self-Play $Q$-Learners Can Provably Collude in the Iterated Prisoner's Dilemma
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Slides]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3301
The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1607
Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1007
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3606
Vision-Language Model Selection and Reuse for Downstream Adaptation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2907
EvFocus: Learning to Reconstruct Sharp Images from Out-of-Focus Event Streams
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2400
Large Language Models to Diffusion Finetuning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1812
Preconditioned Riemannian Gradient Descent Algorithm for Low-Multilinear-Rank Tensor Completion
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1401
Fast and Provable Algorithms for Sparse PCA with Improved Sample Complexity
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Overcoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2906
Scaling Inference-Efficient Language Models
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
On The Concurrence of Layer-wise Preconditioning Methods and Provable Feature Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-600
Position: Language model developers should report train-test overlap
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1203
Towards Attributions of Input Variables in a Coalition
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1201
SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-705
Compositional Condition Question Answering in Tabular Understanding
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1003
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3610
Lightweight-Mark: Rethinking Deep Learning-Based Watermarking
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
Offline Learning for Combinatorial Multi-armed Bandits
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2702
The Surprising Effectiveness of Test-Time Training for Few-Shot Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Incremental Gradient Descent with Small Epoch Counts is Surprisingly Slow on Ill-Conditioned Problems
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
Momentum-Driven Adaptivity: Towards Tuning-Free Asynchronous Federated Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1908
Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Optimal and Practical Batched Linear Bandit Algorithm
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1605
R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
The Impact of On-Policy Parallelized Data Collection on Deep Reinforcement Learning Networks
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2805
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1200
Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
Scalable Approximation Algorithms for $p$-Wasserstein Distance and Its Variants
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3206
How to Move Your Dragon: Text-to-Motion Synthesis for Large-Vocabulary Objects
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3604
The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2206
Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2804
Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3107
Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1406
Integration-free Kernels for Equivariant Gaussian Process Modelling
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-701
ExpProof : Operationalizing Explanations for Confidential Models with ZKPs
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2600
Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1803
Copilot Arena: A Platform for Code LLM Evaluation in the Wild
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1600
Instance Correlation Graph-based Naive Bayes
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
On the Statistical Mechanisms of Distributional Compositional Generalization
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3001
FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1202
Learning Multi-Level Features with Matryoshka Sparse Autoencoders
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1005
CAN: Leveraging Clients As Navigators for Generative Replay in Federated Continual Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1502
LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2710
MATS: An Audio Language Model under Text-only Supervision
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
Private Lossless Multiple Release
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3003
Primal-Dual Neural Algorithmic Reasoning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
A Variational Perspective on Generative Protein Fitness Optimization
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3503
High Dynamic Range Novel View Synthesis with Single Exposure
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
The Batch Complexity of Bandit Pure Exploration
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
On Explaining Equivariant Graph Networks via Improved Relevance Propagation
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1204
Auditing Prompt Caching in Language Model APIs
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1209
Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3209
Masked Generative Nested Transformers with Decode Time Scaling
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1902
Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
Lean and Mean Adaptive Optimization via Subset-Norm and Subspace-Momentum with Convergence Guarantees
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1606
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3008
Learning Latent Graph Structures and their Uncertainty
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-516
Secant Line Search for Frank-Wolfe Algorithms
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1306
Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
Learning multivariate Gaussians with imperfect advice
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
CombiMOTS: Combinatorial Multi-Objective Tree Search for Dual-Target Molecule Generation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1909
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
The impact of uncertainty on regularized learning in games
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2004
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2812
Multi-agent Architecture Search via Agentic Supernet
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3608
ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
Fraud-Proof Revenue Division on Subscription Platforms
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1100
Annealing Flow Generative Models Towards Sampling High-Dimensional and Multi-Modal Distributions
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3303
Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Solving Zero-Sum Convex Markov Games
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2300
Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1205
Towards Global-level Mechanistic Interpretability: A Perspective of Modular Circuits of Large Language Models
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OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1100
Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
TAROT: Targeted Data Selection via Optimal Transport
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-606
Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3412
HashAttention: Semantic Sparsity for Faster Inference
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1402
Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-704
Not All Wrong is Bad: Using Adversarial Examples for Unlearning
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-901
Differentially Private Federated $k$-Means Clustering with Server-Side Data
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-805
The Perils of Optimizing Learned Reward Functions: Low Training Error Does Not Guarantee Low Regret
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2201
Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1802
Measuring Diversity in Synthetic Datasets
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2809
Towards Cost-Effective Reward Guided Text Generation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3401
LapSum - One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2811
Nemotron-CORTEXA: Enhancing LLM Agents for Software Engineering Tasks via Improved Localization and Solution Diversity
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1701
GRAIL: Graph Edit Distance and Node Alignment using LLM-Generated Code
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1009
Privacy Amplification Through Synthetic Data: Insights from Linear Regression
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1507
Universal Neural Optimal Transport
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
DexScale: Automating Data Scaling for Sim2Real Generalizable Robot Control
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2810
Synthetic Text Generation for Training Large Language Models via Gradient Matching
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2212
An analytic theory of creativity in convolutional diffusion models
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3405
Training Deep Learning Models with Norm-Constrained LMOs
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: A Theory of Deep Learning Must Include Compositional Sparsity
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1004
When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2307
Mechanistic PDE Networks for Discovery of Governing Equations
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2500
Tool Unlearning for Tool-Augmented LLMs
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2611
Residual Matrix Transformers: Scaling the Size of the Residual Stream
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1101
Sounding that Object: Interactive Object-Aware Image to Audio Generation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-519
SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
Average Sensitivity of Hierarchical $k$-Median Clustering
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2302
From Debate to Equilibrium: Belief‑Driven Multi‑Agent LLM Reasoning via Bayesian Nash Equilibrium
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2802
On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention for Long-Context LLM Serving
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3306
BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3509
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2003
DOLPHIN: A Programmable Framework for Scalable Neurosymbolic Learning
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3200
VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Time-Aware World Model for Adaptive Prediction and Control
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2410
Improving Parallel Program Performance with LLM Optimizers via Agent-System Interfaces
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1805
Toward Efficient Kernel-Based Solvers for Nonlinear PDEs
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
Action-Constrained Imitation Learning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1006
Cape: Context-Aware Prompt Perturbation Mechanism with Differential Privacy
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1800
Uncertainty Quantification for LLM-Based Survey Simulations
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1810
Active feature acquisition via explainability-driven ranking
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2800
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2102
Concept-Centric Token Interpretation for Vector-Quantized Generative Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
COSDA: Counterfactual-based Susceptibility Risk Framework for Open-Set Domain Adaptation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
Context is Key: A Benchmark for Forecasting with Essential Textual Information
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2709
The Canary’s Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2311
Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2009
Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
sciLaMA: A Single-Cell Representation Learning Framework to Leverage Prior Knowledge from Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2312
Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-800
Leveraging Randomness in Model and Data Partitioning for Privacy Amplification
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1806
Statistical and Computational Guarantees of Kernel Max-Sliced Wasserstein Distances
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3508
How Compositional Generalization and Creativity Improve as Diffusion Models are Trained
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3103
Towards a Unified Framework of Clustering-based Anomaly Detection
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-702
Test-Time Multimodal Backdoor Detection by Contrastive Prompting
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1403
Doubly Robust Conformalized Survival Analysis with Right-Censored Data
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1603
Does learning the right latent variables necessarily improve in-context learning?
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-801
Distributed Differentially Private Data Analytics via Secure Sketching
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1708
GMAIL: Generative Modality Alignment for generated Image Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-714
Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
Autoformulation of Mathematical Optimization Models Using LLMs
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
Constrained Pareto Set Identification with Bandit Feedback
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2012
Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
A Reasoning-Based Approach to Cryptic Crossword Clue Solving
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2002
Learning without Isolation: Pathway Protection for Continual Learning
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
Algorithm Development in Neural Networks: Insights from the Streaming Parity Task
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1602
Knowledge-Guided Wasserstein Distributionally Robust Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3404
A First-order Generative Bilevel Optimization Framework for Diffusion Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2912
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2408
The Missing Alignment Link of In-context Learning on Sequences
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1508
Random Registers for Cross-Domain Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
A Trichotomy for List Transductive Online Learning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-703
A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment
[
Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2406
Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3504
Avoiding spurious sharpness minimization broadens applicability of SAM
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Ringmaster ASGD: The First Asynchronous SGD with Optimal Time Complexity
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
VTGaussian-SLAM: RGBD SLAM for Large Scale Scenes with Splatting View-Tied 3D Gaussians
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1000
Ladder-Residual: Parallelism-Aware Architecture for Accelerating Large Model Inference with Communication Overlapping
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1704
Learning Optimal Multimodal Information Bottleneck Representations
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2402
The Synergy of LLMs & RL Unlocks Offline Learning of Generalizable Language-Conditioned Policies with Low-fidelity Data
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1309
Tuning Sequential Monte Carlo Samplers via Greedy Incremental Divergence Minimization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2104
A Simple Model of Inference Scaling Laws
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2401
Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2411
Great Models Think Alike and this Undermines AI Oversight
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1003
FDGen: A Fairness-Aware Graph Generation Model
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
HybridGS: High-Efficiency Gaussian Splatting Data Compression using Dual-Channel Sparse Representation and Point Cloud Encoder
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2303
An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1608
Homophily Enhanced Graph Domain Adaptation
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
Do Multiple Instance Learning Models Transfer?
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Slides]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2210
$K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3208
Conditional Diffusion Model with Nonlinear Data Transformation for Time Series Forecasting
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
Optimal Algorithm for Max-Min Fair Bandit
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
Topology-aware Neural Flux Prediction Guided by Physics
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2108
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
All-atom inverse protein folding through discrete flow matching
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
The Role of Randomness in Stability
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3402
Improving Memory Efficiency for Training KANs via Meta Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1601
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large $p$
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3012
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3104
Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
Visual and Domain Knowledge for Professional-level Graph-of-Thought Medical Reasoning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Representations Shape Weak-to-Strong Generalization: Theoretical Insights and Empirical Predictions
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2305
SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-904
An Efficient Private GPT Never Autoregressively Decodes
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3603
Topological Signatures of Adversaries in Multimodal Alignments
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-505
Position: Lifetime tuning is incompatible with continual reinforcement learning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3105
VCT: Training Consistency Models with Variational Noise Coupling
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
Learning Invariant Causal Mechanism from Vision-Language Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2909
KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1105
Tensor Product Neural Networks for Functional ANOVA Model
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2503
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
Contract Design Under Approximate Best Responses
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1001
Delta Decompression for MoE-based LLMs Compression
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2101
Investigating the Overlooked Hessian Structure: From CNNs to LLMs
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-700
One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3106
Angle Domain Guidance: Latent Diffusion Requires Rotation Rather Than Extrapolation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3609
Online Curvature-Aware Replay: Leveraging $\mathbf{2^{nd}}$ Order Information for Online Continual Learning
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2604
LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning
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Poster]
[
OpenReview]
Oral Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: Certified Robustness Does Not (Yet) Imply Model Security
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-706
ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2308
The Logical Implication Steering Method for Conditional Interventions on Transformer Generation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3502
Dynamic Sparse Training of Diagonally Sparse Networks
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-605
Position: Future Research and Challenges Remain Towards AI for Software Engineering
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-604
Position: AI Scaling: From Up to Down and Out
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: AI Safety Must Embrace an Antifragile Perspective
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2000
BoA: Attention-aware Post-training Quantization without Backpropagation
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
Trajectory World Models for Heterogeneous Environments
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
Identifying Metric Structures of Deep Latent Variable Models
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
Discrepancy Minimization in Input-Sparsity Time
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
Reliable Algorithm Selection for Machine Learning-Guided Design
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3111
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3011
iN2V: Bringing Transductive Node Embeddings to Inductive Graphs
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Faster Approximation Algorithms for k-Center via Data Reduction
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1106
From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1307
Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1304
Revisiting Unbiased Implicit Variational Inference
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Ad-Hoc Human-AI Coordination Challenge
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3510
Scaling Collapse Reveals Universal Dynamics in Compute-Optimally Trained Neural Networks
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-802
Identifying and Understanding Cross-Class Features in Adversarial Training
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2507
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-621
Differentiable Quadratic Optimization For the Maximum Independent Set Problem
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-804
The Jailbreak Tax: How Useful are Your Jailbreak Outputs?
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2109
When Diffusion Models Memorize: Inductive Biases in Probability Flow of Minimum-Norm Shallow Neural Nets
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
Aligning Protein Conformation Ensemble Generation with Physical Feedback
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1705
Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1900
Deep Streaming View Clustering
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
Identifying biological perturbation targets through causal differential networks
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3411
On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
A Reduction Framework for Distributionally Robust Reinforcement Learning under Average Reward
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2202
Towards Robust Influence Functions with Flat Validation Minima
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2407
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
Geometry-Informed Neural Networks
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2801
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1103
Detecting Strategic Deception with Linear Probes
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data
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OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1706
Latent Score-Based Reweighting for Robust Classification on Imbalanced Tabular Data
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3007
Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
Robust Reward Alignment via Hypothesis Space Batch Cutting
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1904
Quantifying Treatment Effects: Estimating Risk Ratios via Observational Studies
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3210
Efficient Generative Modeling with Residual Vector Quantization-Based Tokens
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3010
Unifews: You Need Fewer Operations for Efficient Graph Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2504
Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3511
How to set AdamW's weight decay as you scale model and dataset size
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
Adaptive Sample Sharing for Multi Agent Linear Bandits
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1305
Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
Visual Autoregressive Modeling for Image Super-Resolution
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
Revisiting Cooperative Off-Policy Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1107
Fast Estimation of Partial Dependence Functions using Trees
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
Learning to Generate Projections for Reducing Dimensionality of Heterogeneous Linear Programming Problems
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1308
A General Framework for Inference-time Scaling and Steering of Diffusion Models
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1911
Telling Peer Direct Effects from Indirect Effects in Observational Network Data
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3110
Inference-Time Alignment of Diffusion Models with Direct Noise Optimization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1302
Neural Guided Diffusion Bridges
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2106
Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
Online Conformal Prediction via Online Optimization
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-902
PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2010
Improving the Variance of Differentially Private Randomized Experiments through Clustering
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
Policy Filtration for RLHF to Mitigate Noise in Reward Models
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2708
Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
Unified Screening for Multiple Diseases
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
An Asymptotically Optimal Approximation Algorithm for Multiobjective Submodular Maximization at Scale
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1702
Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1303
Learning-Order Autoregressive Models with Application to Molecular Graph Generation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Diversifying Robot Locomotion Behaviors with Extrinsic Behavioral Curiosity
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3512
Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
SAH-Drive: A Scenario-Aware Hybrid Planner for Closed-Loop Vehicle Trajectory Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2301
Quadratic Upper Bound for Boosting Robustness
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2509
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2607
Layer by Layer: Uncovering Hidden Representations in Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3602
TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: The Categorization of Race in ML is a Flawed Premise
[
Poster]
[
OpenReview]
Oral Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-601
Position: Not All Explanations for Deep Learning Phenomena Are Equally Valuable
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
SafeMap: Robust HD Map Construction from Incomplete Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Contextual Linear Bandits with Delay as Payoff
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2107
On the Power of Context-Enhanced Learning in LLMs
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-506
Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
WyckoffDiff -- A Generative Diffusion Model for Crystal Symmetry
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1109
On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2703
From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: Constants are Critical in Regret Bounds for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-815
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2806
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Distributed Retraction-Free and Communication-Efficient Optimization on the Stiefel Manifold
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2512
RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1804
LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2612
PILAF: Optimal Human Preference Sampling for Reward Modeling
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2908
A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Unifying 2D and 3D Vision-Language Understanding
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
Fleet of Agents: Coordinated Problem Solving with Large Language Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
Representation Preserving Multiclass Agnostic to Realizable Reduction
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3507
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3408
The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3207
Explainable Concept Generation through Vision-Language Preference Learning for Understanding Neural Networks' Internal Representations
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-509
Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
PINNsAgent: Automated PDE Surrogation with Large Language Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3500
Fast Inference with Kronecker-Sparse Matrices
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
Relational Invariant Learning for Robust Solvation Free Energy Prediction
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-905
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-814
The Role of Sparsity for Length Generalization in LLMs
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-806
STD-FD: Spatio-Temporal Distribution Fitting Deviation for AIGC Forgery Identification
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3501
KIND: Knowledge Integration and Diversion for Training Decomposable Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1404
Do Bayesian Neural Networks Actually Behave Like Bayesian Models?
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2608
Learning Dynamics in Continual Pre-Training for Large Language Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3202
Sparse Autoencoders, Again?
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3102
Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2905
Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3203
Ensemble Distribution Distillation via Flow Matching
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3312
Learning to (Learn at Test Time): RNNs with Expressive Hidden States
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2304
Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-803
MTL-UE: Learning to Learn Nothing for Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1809
Non-stationary Online Learning for Curved Losses: Improved Dynamic Regret via Mixability
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1709
Aligning Multimodal Representations through an Information Bottleneck
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2505
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1002
Relative Error Fair Clustering in the Weak-Strong Oracle Model
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3309
Griffin: Towards a Graph-Centric Relational Database Foundation Model
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2011
Doubly Protected Estimation for Survival Outcomes Utilizing External Controls for Randomized Clinical Trials
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2001
Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2203
Test-Time Canonicalization by Foundation Models for Robust Perception
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
Improved Lower Bounds for First-order Stochastic Non-convex Optimization under Markov Sampling
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
Convergence of Mean-Field Langevin Stochastic Descent-Ascent for Distributional Minimax Optimization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2609
Training a Generally Curious Agent
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
Adaptive Self-improvement LLM Agentic System for ML Library Development
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3112
Multidimensional Adaptive Coefficient for Inference Trajectory Optimization in Flow and Diffusion
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3212
Learning Monotonic Probabilities with a Generative Cost Model
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Batch List-Decodable Linear Regression via Higher Moments
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Slides]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
Online Learning in the Random-Order Model
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2700
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2105
Minimum Width for Universal Approximation using Squashable Activation Functions
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
ProDiff: Prototype-Guided Diffusion for Minimal Information Trajectory Imputation
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1001
The Disparate Benefits of Deep Ensembles
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2606
Diving into Self-Evolving Training for Multimodal Reasoning
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3302
Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1500
When to retrain a machine learning model
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1707
Deep Unsupervised Hashing via External Guidance
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1408
Pareto-frontier Entropy Search with Variational Lower Bound Maximization
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2605
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2900
From Language Models over Tokens to Language Models over Characters
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3006
No Metric to Rule Them All: Toward Principled Evaluations of Graph-Learning Datasets
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
On the Learnability of Distribution Classes with Adaptive Adversaries
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2405
OrthoRank: Token Selection via Sink Token Orthogonality for Efficient LLM inference
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3205
Generalized Interpolating Discrete Diffusion
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1008
GaussMark: A Practical Approach for Structural Watermarking of Language Models
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1407
Robust and Conjugate Spatio-Temporal Gaussian Processes
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1002
Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
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Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1906
Isolated Causal Effects of Natural Language
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2501
EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1405
BILBO: BILevel Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
Decoupled SGDA for Games with Intermittent Strategy Communication
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2601
Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3310
In-Context Learning as Conditioned Associative Memory Retrieval
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1101
Preference learning made easy: Everything should be understood through win rate
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1912
A Sample Efficient Conditional Independence Test in the Presence of Discretization
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
Hierarchical Equivariant Policy via Frame Transfer
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2306
Self-supervised Adversarial Purification for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1506
Neurosymbolic World Models for Sequential Decision Making
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2505
Improving Model Alignment Through Collective Intelligence of Open-Source Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
Elucidating the Design Space of Multimodal Protein Language Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2401
Teaching Physical Awareness to LLMs through Sounds
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2908
SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3012
Accelerated Diffusion Models via Speculative Sampling
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2101
Stochastic Encodings for Active Feature Acquisition
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
Reinforcement Learning Control of a Physical Robot Device for Assisted Human Walking without a Simulator
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
Balancing Preservation and Modification: A Region and Semantic Aware Metric for Instruction-Based Image Editing
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1105
SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1204
Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations
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Slides]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-815
On the Similarities of Embeddings in Contrastive Learning
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Slides]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2704
A Tale of Two Structures: Do LLMs Capture the Fractal Complexity of Language?
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2807
Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3205
Are Large Brainwave Foundation Models Capable Yet ? Insights from Fine-Tuning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2000
Fast Min-$\epsilon$ Segmented Regression using Constant-Time Segment Merging
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1605
Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1005
The Underlying Universal Statistical Structure of Natural Datasets
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
Empowering World Models with Reflection for Embodied Video Prediction
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3011
Devil is in the Details: Density Guidance for Detail-Aware Generation with Flow Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3201
Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
CERTAIN: Context Uncertainty-aware One-Shot Adaptation for Context-based Offline Meta Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1704
Time Series Representations with Hard-Coded Invariances
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1405
BARNN: A Bayesian Autoregressive and Recurrent Neural Network
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Slides]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1808
Rethinking Point Cloud Data Augmentation: Topologically Consistent Deformation
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3200
Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
Protein Structure Tokenization: Benchmarking and New Recipe
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1702
Survival Analysis via Density Estimation
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2004
Locality Preserving Markovian Transition for Instance Retrieval
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
Stability and Generalization Analysis of Decentralized SGD: Sharper Bounds Beyond Lipschitzness and Smoothness
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
Discovering Symbolic Cognitive Models from Human and Animal Behavior
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
BAME: Block-Aware Mask Evolution for Efficient N:M Sparse Training
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1002
How Distributed Collaboration Influences the Diffusion Model Training? A Theoretical Perspective
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2910
Ultra-Resolution Adaptation with Ease
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
Feature learning from non-Gaussian inputs: the case of Independent Component Analysis in high dimensions
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1708
Contextures: Representations from Contexts
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
Algorithms with Calibrated Machine Learning Predictions
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3211
Latent Thought Models with Variational Bayes Inference-Time Computation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-901
Speak Easy: Eliciting Harmful Jailbreaks from LLMs with Simple Interactions
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1409
Finite-Time Analysis of Discrete-Time Stochastic Interpolants
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
TS-SNN: Temporal Shift Module for Spiking Neural Networks
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
Policy-labeled Preference Learning: Is Preference Enough for RLHF?
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2107
Floating-Point Neural Networks Can Represent Almost All Floating-Point Functions
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-905
Certified Unlearning for Neural Networks
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1007
Equivariant Polynomial Functional Networks
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2812
any4: Learned 4-bit Numeric Representation for LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
Principal-Agent Bandit Games with Self-Interested and Exploratory Learning Agents
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2502
Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2207
AEQA-NAT : Adaptive End-to-end Quantization Alignment Training Framework for Non-autoregressive Machine Translation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2108
Adaptive kernel predictors from feature-learning infinite limits of neural networks
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Learning Fused State Representations for Control from Multi-View Observations
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
Off-Policy Evaluation under Nonignorable Missing Data
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-800
Adversaries Can Misuse Combinations of Safe Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3311
SAND: One-Shot Feature Selection with Additive Noise Distortion
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1301
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1008
Towards Theoretical Understanding of Sequential Decision Making with Preference Feedback
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1304
Multilayer Matrix Factorization via Dimension-Reducing Diffusion Variational Inference
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2110
Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3009
Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Online Robust Reinforcement Learning Through Monte-Carlo Planning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2208
Discovering Physics Laws of Dynamical Systems via Invariant Function Learning
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3407
Neural Genetic Search in Discrete Spaces
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
A Parametric Contextual Online Learning Theory of Brokerage
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Slides]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
FeatSharp: Your Vision Model Features, Sharper
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Poster]
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OpenReview]
Oral Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-506
Position: AI Agents Need Authenticated Delegation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
World Model Implanting for Test-time Adaptation of Embodied Agents
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-703
Position: Trustworthy AI Agents Require the Integration of Large Language Models and Formal Methods
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1004
Empirical Privacy Variance
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Slides]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
LRA-QViT: Integrating Low-Rank Approximation and Quantization for Robust and Efficient Vision Transformers
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Slides]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
Flopping for FLOPs: Leveraging Equivariance for Computational Efficiency
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2002
Branches: Efficiently Seeking Optimal Sparse Decision Trees via AO*
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1206
Textural or Textual: How Vision-Language Models Read Text in Images
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
SITCOM: Step-wise Triple-Consistent Diffusion Sampling For Inverse Problems
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2309
Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1908
Linear Contextual Bandits With Interference
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3108
LGDM: Latent Guidance in Diffusion Models for Perceptual Evaluations
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2411
PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2500
Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Optimal Decision Tree Pruning Revisited: Algorithms and Complexity
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1305
Synonymous Variational Inference for Perceptual Image Compression
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
LDMol: A Text-to-Molecule Diffusion Model with Structurally Informative Latent Space Surpasses AR Models
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1801
MathConstruct: Challenging LLM Reasoning with Constructive Proofs
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1006
A Reductions Approach to Risk-Sensitive Reinforcement Learning with Optimized Certainty Equivalents
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3301
WildChat-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
Contextual Bandits for Unbounded Context Distributions
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: Editing Large Language Models Poses Serious Safety Risks
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3307
Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2904
Implicit degree bias in the link prediction task
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1006
Private Model Personalization Revisited
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2308
$\texttt{I$^2$MoE}$: Interpretable Multimodal Interaction-aware Mixture-of-Experts
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1606
BECAME: Bayesian Continual Learning with Adaptive Model Merging
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1000
Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1600
Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Optimal Task Order for Continual Learning of Multiple Tasks
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2809
CRANE: Reasoning with constrained LLM generation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
Accurate Identification of Communication Between Multiple Interacting Neural Populations
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
Gap-Dependent Bounds for Federated $Q$-Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2705
Reflection-Window Decoding: Text Generation with Selective Refinement
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-510
ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-$k$-Cut Problems
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2905
Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1107
Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1201
SEMU: Singular Value Decomposition for Efficient Machine Unlearning
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2604
Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3309
On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-600
Position: LLM Social Simulations Are a Promising Research Method
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-700
Position: We Need An Algorithmic Understanding of Generative AI
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
PAC-Bayes Analysis for Recalibration in Classification
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-718
Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
Improved Online Confidence Bounds for Multinomial Logistic Bandits
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-701
Position: Beyond Assistance – Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
Causal Invariance-aware Augmentation for Brain Graph Contrastive Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-804
Black-Box Adversarial Attacks on LLM-Based Code Completion
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
Leveraging Offline Data in Linear Latent Contextual Bandits
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
Position: Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work.
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Eigen Analysis of Conjugate Kernel and Neural Tangent Kernel
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3406
Unlocking the Power of SAM 2 for Few-Shot Segmentation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Q-Supervised Contrastive Representation: A State Decoupling Framework for Safe Offline Reinforcement Learning
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
WorldSimBench: Towards Video Generation Models as World Simulators
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2602
FloE: On-the-Fly MoE Inference on Memory-constrained GPU
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1809
Nonparametric Identification of Latent Concepts
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
Temporal Difference Flows
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2600
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
MVA: Linear Attention with High-order Query-Keys Integration and Multi-level Vocabulary Decomposition
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2700
Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2601
Preference Learning for AI Alignment: a Causal Perspective
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1909
Extracting Rare Dependence Patterns via Adaptive Sample Reweighting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
Test-Time Adaptation for Online Vision-Language Navigation with Feedback-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-705
MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger Bridges
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-603
Position: Formal Mathematical Reasoning—A New Frontier in AI
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2906
Learn Beneficial Noise as Graph Augmentation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
Understanding Generalization in Quantum Machine Learning with Margins
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
A Rescaling-Invariant Lipschitz Bound Based on Path-Metrics for Modern ReLU Network Parameterizations
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
An Analysis of Quantile Temporal-Difference Learning
[
JMLR]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1208
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3109
Concept Reachability in Diffusion Models: Beyond Dataset Constraints
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-604
Position: An Empirically Grounded Identifiability Theory Will Accelerate Self Supervised Learning Research
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models
[
Slides]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
Physics-Informed Generative Modeling of Wireless Channels
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-714
Improving Transformer World Models for Data-Efficient RL
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1207
A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2209
Bayesian Basis Function Approximation for Scalable Gaussian Process Priors in Deep Generative Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3300
LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1309
A Generic Family of Graphical Models: Diversity, Efficiency, and Heterogeneity
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
Contrastive Visual Data Augmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2510
Steer LLM Latents for Hallucination Detection
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
Weak-to-Strong Generalization Even in Random Feature Networks, Provably
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
Benchmarking Quantum Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1300
Flowing Datasets with Wasserstein over Wasserstein Gradient Flows
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3002
MGD$^3$ : Mode-Guided Dataset Distillation using Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-609
Action-Dependent Optimality-Preserving Reward Shaping
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3102
D-Fusion: Direct Preference Optimization for Aligning Diffusion Models with Visually Consistent Samples
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2001
UltraTWD: Optimizing Ultrametric Trees for Tree-Wasserstein Distance
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
Flow-based Domain Randomization for Learning and Sequencing Robotic Skills
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1503
Towards an Explainable Comparison and Alignment of Feature Embeddings
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1912
Continuous Bayesian Model Selection for Multivariate Causal Discovery
[
Slides]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3112
Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1001
DRAG: Data Reconstruction Attack using Guided Diffusion
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Understanding Complexity in VideoQA via Visual Program Generation
[
Slides]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2111
Optimization for Neural Operators can Benefit from Width
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2008
Hierarchical Refinement: Optimal Transport to Infinity and Beyond
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3408
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3411
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
Perceptually Constrained Precipitation Nowcasting Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
Agent-as-a-Judge: Evaluate Agents with Agents
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1205
Algorithmic Recourse for Long-Term Improvement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2009
Deep Sturm–Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1403
Rethinking Aleatoric and Epistemic Uncertainty
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1805
Fusing Reward and Dueling Feedback in Stochastic Bandits
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
Near-Optimal Sample Complexity for MDPs via Anchoring
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
ADDQ: Adaptive distributional double Q-learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2203
CTBench: A Library and Benchmark for Certified Training
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1306
An Efficient Search-and-Score Algorithm for Ancestral Graphs using Multivariate Information Scores for Complex Non-linear and Categorical Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
More Than Meets the Eye: Enhancing Multi-Object Tracking Even with Prolonged Occlusions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2801
The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3103
Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1607
CALM: Consensus-Aware Localized Merging for Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1504
Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2507
DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1203
One Wave To Explain Them All: A Unifying Perspective On Feature Attribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3001
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3105
Compressed Image Generation with Denoising Diffusion Codebook Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1705
Sample Complexity of Correlation Detection in the Gaussian Wigner Model
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3206
Whitened CLIP as a Likelihood Surrogate of Images and Captions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
On the Query Complexity of Verifier-Assisted Language Generation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1602
Text-to-LoRA: Instant Transformer Adaption
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3005
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-904
Learning Classifiers That Induce Markets
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
Near-Optimal Consistency-Robustness Trade-Offs for Learning-Augmented Online Knapsack Problems
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1402
Gridded Transformer Neural Processes for Spatio-Temporal Data
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1109
Inducing, Detecting and Characterising Neural Modules: A Pipeline for Functional Interpretability in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2312
NoLiMa: Long-Context Evaluation Beyond Literal Matching
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2404
Accelerating Unbiased LLM Evaluation via Synthetic Feedback
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3107
Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2805
Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge Graphs
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2402
IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
Steering Protein Language Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Towards characterizing the value of edge embeddings in Graph Neural Networks
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1407
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1601
Label Distribution Propagation-based Label Completion for Crowdsourcing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
What can large language models do for sustainable food?
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1807
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2508
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
Causality Inspired Federated Learning for OOD Generalization
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
Wasserstein Policy Optimization
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2011
One Arrow, Two Hawks: Sharpness-aware Minimization for Federated Learning via Global Model Trajectory
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-702
Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Feasible Action Search for Bandit Linear Programs via Thompson Sampling
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1400
G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3304
Benign Overfitting in Token Selection of Attention Mechanism
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
Measuring Diversity: Axioms and Challenges
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3202
In-Context Deep Learning via Transformer Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
Analytical Lyapunov Function Discovery: An RL-based Generative Approach
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
Controlling Underestimation Bias in Constrained Reinforcement Learning for Safe Exploration
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1508
Parameter-Efficient Fine-Tuning of State Space Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3003
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
[
OpenReview]
Oral Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: AI Safety should prioritize the Future of Work
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
DVI:A Derivative-based Vision Network for INR
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1812
Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2405
WikiBigEdit: Understanding the Limits of Lifelong Knowledge Editing in LLMs
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Preference Controllable Reinforcement Learning with Advanced Multi-Objective Optimization
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
Distributionally Robust Multi-Agent Reinforcement Learning for Dynamic Chute Mapping
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2907
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
Beyond Self-Interest: How Group Strategies Reshape Content Creation in Recommendation Platforms?
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1202
From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2911
Geometry Informed Tokenization of Molecules for Language Model Generation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3312
Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Reducing Variance of Stochastic Optimization for Approximating Nash Equilibria in Normal-Form Games
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1604
Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-706
Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1101
Multiaccuracy and Multicalibration via Proxy Groups
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1001
Exact Recovery of Sparse Binary Vectors from Generalized Linear Measurements
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-900
WMarkGPT: Watermarked Image Understanding via Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2112
IMTS is Worth Time $\times$ Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3412
Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2012
Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
Safe-EF: Error Feedback for Non-smooth Constrained Optimization
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1911
Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
Task-Agnostic Pre-training and Task-Guided Fine-tuning for Versatile Diffusion Planner
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1002
Approximate Differential Privacy of the $\ell_2$ Mechanism
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1009
Scalable Private Partition Selection via Adaptive Weighting
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1307
The Polynomial Stein Discrepancy for Assessing Moment Convergence
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3004
DeFoG: Discrete Flow Matching for Graph Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2109
On the Local Complexity of Linear Regions in Deep ReLU Networks
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1904
AutoCATE: End-to-End, Automated Treatment Effect Estimation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-818
Goal-Oriented Skill Abstraction for Offline Multi-Task Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-416
PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
Generalization and Robustness of the Tilted Empirical Risk
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3209
Score-of-Mixture Training: One-Step Generative Model Training Made Simple via Score Estimation of Mixture Distributions
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2311
CPCF: A Cross-Prompt Contrastive Framework for Referring Multimodal Large Language Models
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-509
Stochastic Deep Restoration Priors for Imaging Inverse Problems
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2903
How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
Exploring Vision Semantic Prompt for Efficient Point Cloud Understanding
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2909
Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
Maximum Entropy Reinforcement Learning with Diffusion Policy
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3100
Inverse Bridge Matching Distillation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
Revisiting Differentially Private Algorithms for Decentralized Online Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-801
MemFreezing: A Novel Adversarial Attack on Temporal Graph Neural Networks under Limited Future Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2412
Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2712
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2200
Probably Approximately Global Robustness Certification
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2701
Unnatural Languages Are Not Bugs but Features for LLMs
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
Provably Efficient Exploration in Inverse Constrained Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1104
Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1900
Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1209
GEFA: A General Feature Attribution Framework Using Proxy Gradient Estimation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
DiLQR: Differentiable Iterative Linear Quadratic Regulator via Implicit Differentiation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2612
Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Sample Complexity of Distributionally Robust Off-Dynamics Reinforcement Learning with Online Interaction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
Fine-Grained Captioning of Long Videos through Scene Graph Consolidation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3000
SADA: Stability-guided Adaptive Diffusion Acceleration
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1106
Constrain Alignment with Sparse Autoencoders
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3207
How Far Is Video Generation from World Model: A Physical Law Perspective
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
Separating Knowledge and Perception with Procedural Data
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Exploiting Curvature in Online Convex Optimization with Delayed Feedback
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
FLAM: Frame-Wise Language-Audio Modeling
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2504
Understanding Chain-of-Thought in LLMs through Information Theory
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1008
Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1404
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
[
Slides]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1804
BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1502
Fully Dynamic Euclidean Bi-Chromatic Matching in Sublinear Update Time
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3306
Star Attention: Efficient LLM Inference over Long Sequences
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2811
What Makes In-context Learning Effective for Mathematical Reasoning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
Zero-Shot Offline Imitation Learning via Optimal Transport
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2606
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1906
A Meta-learner for Heterogeneous Effects in Difference-in-Differences
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
Exploring Invariance in Images through One-way Wave Equations
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1608
QT-DoG: Quantization-Aware Training for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
Beyond Communication Overhead: A Multilevel Monte Carlo Approach for Mitigating Compression Bias in Distributed Learning
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2800
Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2611
PIPA: Preference Alignment as Prior-Informed Statistical Estimation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
Online Linear Classification with Massart Noise
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1910
Active Treatment Effect Estimation via Limited Samples
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2102
FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2711
CommVQ: Commutative Vector Quantization for KV Cache Compression
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2410
Premise-Augmented Reasoning Chains Improve Error Identification in Math reasoning with LLMs
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
Wyckoff Transformer: Generation of Symmetric Crystals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3203
The Double-Ellipsoid Geometry of CLIP
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-606
Position: In-House Evaluation Is Not Enough. Towards Robust Third-Party Evaluation and Flaw Disclosure for General-Purpose AI
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2810
Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
Reidentify: Context-Aware Identity Generation for Contextual Multi-Agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2511
Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2100
Prior Knowledge Guided Neural Architecture Generation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
KinDEL: DNA-Encoded Library Dataset for Kinase Inhibitors
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
Recommendations with Sparse Comparison Data: Provably Fast Convergence for Nonconvex Matrix Factorization
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2310
Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1703
Learning Changes in Graphon Attachment Network Models
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1609
Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2202
SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Retraining with Predicted Hard Labels Provably Increases Model Accuracy
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
Habitizing Diffusion Planning for Efficient and Effective Decision Making
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2304
Mahalanobis++: Improving OOD Detection via Feature Normalization
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1102
Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies
[
Poster]
[
OpenReview]
Oral Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: Current Model Licensing Practices are Dragging Us into a Quagmire of Legal Noncompliance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
Attention-Only Transformers via Unrolled Subspace Denoising
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2005
Conformity Score Averaging for Classification
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2106
The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
[
Slides]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1108
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1100
Subgroups Matter for Robust Bias Mitigation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1308
Importance Corrected Neural JKO Sampling
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2212
Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
Clipped SGD Algorithms for Performative Prediction: Tight Bounds for Stochastic Bias and Remedies
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3308
Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1811
Learning Distances from Data with Normalizing Flows and Score Matching
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1000
Depth Degeneracy in Neural Networks: Vanishing Angles in Fully Connected ReLU Networks on Initialization
[
JMLR]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2409
Reinforce LLM Reasoning through Multi-Agent Reflection
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3204
Sundial: A Family of Highly Capable Time Series Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3409
The Importance of Being Lazy: Scaling Limits of Continual Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
ADIOS: Antibody Development via Opponent Shaping
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2506
KV Shifting Attention Enhances Language Modeling
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3410
Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
Learning Minimum-Size BDDs: Towards Efficient Exact Algorithms
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1907
Hierarchical Reinforcement Learning with Targeted Causal Interventions
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2804
A Manifold Perspective on the Statistical Generalization of Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Model-Based Exploration in Monitored Markov Decision Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3303
On Understanding Attention-Based In-Context Learning for Categorical Data
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2912
Kinetic Langevin Diffusion for Crystalline Materials Generation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1903
Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3008
Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2803
CSG-ODE: ControlSynth Graph ODE For Modeling Complex Evolution of Dynamic Graphs
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-805
Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3007
Scaling Laws for Pre-training Agents and World Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
The Case for Learned Provenance-based System Behavior Baseline
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
Balanced Learning for Domain Adaptive Semantic Segmentation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1401
Improving the Statistical Efficiency of Cross-Conformal Prediction
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2707
Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
OptMATH: A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2003
Solving Satisfiability Modulo Counting Exactly with Probabilistic Circuits
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3310
Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes
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Slides]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2610
Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2609
ProSec: Fortifying Code LLMs with Proactive Security Alignment
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1505
Leveraging Diffusion Model as Pseudo-Anomalous Graph Generator for Graph-Level Anomaly Detection
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
Gradual Transition from Bellman Optimality Operator to Bellman Operator in Online Reinforcement Learning
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2300
Unveiling AI's Blind Spots: An Oracle for In-Domain, Out-of-Domain, and Adversarial Errors
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2902
Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2210
Non-stationary Diffusion For Probabilistic Time Series Forecasting
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2301
The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3104
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1003
The Price of Linear Time: Error Analysis of Structured Kernel Interpolation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2205
An Augmentation-Aware Theory for Self-Supervised Contrastive Learning
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Slides]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3305
AdaSplash: Adaptive Sparse Flash Attention
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1005
Textual Unlearning Gives a False Sense of Unlearning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1709
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-124
Control and Realism: Best of Both Worlds in Layout-to-Image without Training
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Slides]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-803
Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks?
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3006
Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
When to Forget? Complexity Trade-offs in Machine Unlearning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2501
Idiosyncrasies in Large Language Models
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Slides]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2400
Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
Neural Event-Triggered Control with Optimal Scheduling
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1507
Test-time Correlation Alignment
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1707
Complete-Tree Space Favors Data-Efficient Link Prediction
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-621
Understanding High-Dimensional Bayesian Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
The Empirical Mean is Minimax Optimal for Local Glivenko-Cantelli
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Design Considerations in Offline Preference-based RL
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
Adversarial Robust Generalization of Graph Neural Networks
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
EGPlace: An Efficient Macro Placement Method via Evolutionary Search with Greedy Repositioning Guided Mutation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
Cradle: Empowering Foundation Agents towards General Computer Control
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2204
Targeted Unlearning with Single Layer Unlearning Gradient
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
CSV-Occ: Fusing Multi-frame Alignment for Occupancy Prediction with Temporal Cross State Space Model and Central Voting Mechanism
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2802
Test-Time Graph Neural Dataset Search With Generative Projection
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2407
(How) Do Language Models Track State?
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2010
A Certified Unlearning Approach without Access to Source Data
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
Ehrenfeucht-Haussler Rank and Chain of Thought
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-516
Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
Efficient ANN-SNN Conversion with Error Compensation Learning
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
Learning Progress Driven Multi-Agent Curriculum
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1802
RBench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-906
Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1902
Adjustment for Confounding using Pre-Trained Representations
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1509
Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-904
Transfer Q-Learning with Composite MDP Structures
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3010
FlexTok: Resampling Images into 1D Token Sequences of Flexible Length
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2211
When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1200
A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2007
A Variational Information Theoretic Approach to Out-of-Distribution Detection
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2006
False Coverage Proportion Control for Conformal Prediction
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1806
Stochastic Online Conformal Prediction with Semi-Bandit Feedback
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1408
Step-DAD: Semi-Amortized Policy-Based Bayesian Experimental Design
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
Subgoal-Guided Policy Heuristic Search with Learned Subgoals
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-519
Clipping Improves Adam-Norm and AdaGrad-Norm when the Noise Is Heavy-Tailed
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
Function Encoders: A Principled Approach to Transfer Learning in Hilbert Spaces
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2900
CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1302
e-GAI: e-value-based Generalized $\alpha$-Investing for Online False Discovery Rate Control
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2901
Implicit Subgraph Neural Network
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2201
Adapting to Evolving Adversaries with Regularized Continual Robust Training
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Slides]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2509
Analyze Feature Flow to Enhance Interpretation and Steering in Language Models
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
Graph Diffusion for Robust Multi-Agent Coordination
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Tokenized Bandit for LLM Decoding and Alignment
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3101
Noise Conditional Variational Score Distillation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2512
Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1500
FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2105
The Hidden Joules: Evaluating the Energy Consumption of Vision Backbones for Progress Towards More Efficient Model Inference
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1905
Enhancing Statistical Validity and Power in Hybrid Controlled Trials: A Randomization Inference Approach with Conformal Selective Borrowing
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-806
Gandalf the Red: Adaptive Security for LLMs
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1303
Flexible Tails for Normalizing Flows
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2608
Unlocking Post-hoc Dataset Inference with Synthetic Data
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
Learning Adaptive Lighting via Channel-Aware Guidance
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1501
Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
An in depth look at the Procrustes-Wasserstein distance: properties and barycenters
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2302
AdvAgent: Controllable Blackbox Red-teaming on Web Agents
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
VIP: Vision Instructed Pre-training for Robotic Manipulation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-903
Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3106
Identifiable Object Representations under Spatial Ambiguities
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1406
A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2605
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
Enhancing Graph Contrastive Learning for Protein Graphs from Perspective of Invariance
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2603
Olica: Efficient Structured Pruning of Large Language Models without Retraining
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
Low-Rank Thinning
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1901
Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2702
LongRoPE2: Near-Lossless LLM Context Window Scaling
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1700
Stray Intrusive Outliers-Based Feature Selection on Intra-Class Asymmetric Instance Distribution or Multiple High-Density Clusters
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
A Unified Framework for Generalization Error Analysis of Learning with Arbitrary Discrete Weak Features
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Hyperspherical Normalization for Scalable Deep Reinforcement Learning
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1103
SPRI: Aligning Large Language Models with Context-Situated Principles
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2103
Curvature Enhanced Data Augmentation for Regression
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2303
Ranked Entropy Minimization for Continual Test-Time Adaptation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-802
GaussMarker: Robust Dual-Domain Watermark for Diffusion Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
Permutation Equivariant Neural Networks for Symmetric Tensors
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
SPACE: Your Genomic Profile Predictor is a Powerful DNA Foundation Model
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1003
Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2703
Potemkin Understanding in Large Language Models
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2104
On Temperature Scaling and Conformal Prediction of Deep Classifiers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-506
Fast and Low-Cost Genomic Foundation Models via Outlier Removal
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2206
Patch-wise Structural Loss for Time Series Forecasting
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
On the Convergence of Continuous Single-timescale Actor-critic
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2706
MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1701
Prediction models that learn to avoid missing values
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3110
Inductive Moment Matching
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1100
Of Mice and Machines: A Comparison of Learning Between Real World Mice and RL Agents
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3111
Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1803
HiRemate: Hierarchical Approach for Efficient Re-materialization of Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
Agent Reviewers: Domain-specific Multimodal Agents with Shared Memory for Paper Review
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2709
PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
Are High-Quality AI-Generated Images More Difficult for Models to Detect?
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2710
SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1603
In-Context Learning and Occam's Razor
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
Optimal Information Retention for Time-Series Explanations
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
Constrained Exploitability Descent: An Offline Reinforcement Learning Method for Finding Mixed-Strategy Nash Equilibrium
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3212
UniDB: A Unified Diffusion Bridge Framework via Stochastic Optimal Control
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
Few-Shot Learner Generalizes Across AI-Generated Image Detection
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2305
Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2808
Mixture of Lookup Experts
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1706
Relational Conformal Prediction for Correlated Time Series
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1800
PaperBench: Evaluating AI’s Ability to Replicate AI Research
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3210
Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
Strategic Planning: A Top-Down Approach to Option Generation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2307
Beyond One-Hot Labels: Semantic Mixing for Model Calibration
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-902
MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-605
Position: Enough of Scaling LLMs! Lets Focus on Downscaling
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-704
Position: Graph Matching Systems Deserve Better Benchmarks
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-602
Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: AI's growing due process problem
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-601
Position: Challenges and Future Directions of Data-Centric AI Alignment
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Poster]
[
OpenReview]
Oral Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: Generative AI Regulation Can Learn from Social Media Regulation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-505
Position: Machine Learning Models Have a Supply Chain Problem
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3208
TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2408
PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1810
Volume-Aware Distance for Robust Similarity Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2307
DLP: Dynamic Layerwise Pruning in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1009
Fair Clustering via Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-621
Enhancing Parallelism in Decentralized Stochastic Convex Optimization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Efficient Diffusion Models for Symmetric Manifolds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
HyperIV: Real-time Implied Volatility Smoothing
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
Exact Upper and Lower Bounds for the Output Distribution of Neural Networks with Random Inputs
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
Distributed Conformal Prediction via Message Passing
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2001
Hide & Seek: Transformer Symmetries Obscure Sharpness & Riemannian Geometry Finds It
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3411
Visual Generation Without Guidance
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3305
Categorical Schrödinger Bridge Matching
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3011
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
Optimal Auction Design in the Joint Advertising
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3306
Variational Rectified Flow Matching
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3108
GCAL: Adapting Graph Models to Evolving Domain Shifts
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1605
Revisiting Neural Networks for Few-Shot Learning: A Zero-Cost NAS Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3005
Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1500
Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-903
PASS: Private Attributes Protection with Stochastic Data Substitution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1600
Active Learning with Selective Time-Step Acquisition for PDEs
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1405
Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1802
Automatic Reward Shaping from Confounded Offline Data
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3403
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
Selective Response Strategies for GenAI
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
Zero-Inflated Bandits
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1608
DANCE: Dual Unbiased Expansion with Group-acquired Alignment for Out-of-distribution Graph Fairness Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3401
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2302
CoPINN: Cognitive Physics-Informed Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2507
FlipAttack: Jailbreak LLMs via Flipping
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-904
Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
Decision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-Making
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1007
Safety Alignment Can Be Not Superficial With Explicit Safety Signals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3608
Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
Accurate and Efficient World Modeling with Masked Latent Transformers
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1207
Linearization Turns Neural Operators into Function-Valued Gaussian Processes
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3511
Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1401
EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2410
Inference-Time Decomposition of Activations (ITDA): A Scalable Approach to Interpreting Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3507
Curvature-aware Graph Attention for PDEs on Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2606
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1100
Concept-Based Unsupervised Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2702
LLMs can see and hear without any training
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3102
Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Avoiding Catastrophe in Online Learning by Asking for Help
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3609
Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
Probing Visual Language Priors in VLMs
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1104
Variational Learning of Fractional Posteriors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3010
Thinking LLMs: General Instruction Following with Thought Generation
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2201
Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Variance-Reduced Forward-Reflected-Backward Splitting Methods for Nonmonotone Generalized Equations
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3109
Improving the Scaling Laws of Synthetic Data with Deliberate Practice
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1709
am-ELO: A Stable Framework for Arena-based LLM Evaluation
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2500
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
Training Dynamics of In-Context Learning in Linear Attention
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2100
BCE vs. CE in Deep Feature Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1607
Deep Fuzzy Multi-view Learning for Reliable Classification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2305
A Chaotic Dynamics Framework Inspired by Dorsal Stream for Event Signal Processing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-706
SafetyAnalyst: Interpretable, Transparent, and Steerable Safety Moderation for AI Behavior
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3604
Harnessing Heterogeneous Statistical Strength for Personalized Federated Learning via Hierarchical Bayesian Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
Stable Offline Value Function Learning with Bisimulation-based Representations
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2908
Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1912
Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
ETTA: Elucidating the Design Space of Text-to-Audio Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3310
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1105
Guided Structural Inference: Leveraging Priors with Soft Gating Mechanisms
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Beyond Minimax Rates in Group Distributionally Robust Optimization via a Novel Notion of Sparsity
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1804
Doubly Robust Fusion of Many Treatments for Policy Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
Knowledge Retention in Continual Model-Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-806
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1104
Multi-Modal Object Re-identification via Sparse Mixture-of-Experts
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1101
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3405
WMAdapter: Adding WaterMark Control to Latent Diffusion Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
Pairwise Maximum Likelihood For Multi-Class Logistic Regression Model With Multiple Rare Classes
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-805
Adversarial Reasoning at Jailbreaking Time
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2101
Compositional Risk Minimization
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Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
When Maximum Entropy Misleads Policy Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-904
Plausible Token Amplification for Improving Accuracy of Differentially Private In-Context Learning Based on Implicit Bayesian Inference
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
Regularized Langevin Dynamics for Combinatorial Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-602
Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
A Near Linear Query Lower Bound for Submodular Maximization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Local Manifold Approximation and Projection for Manifold-Aware Diffusion Planning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2901
Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1008
Policy Design for Two-sided Platforms with Participation Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1004
Combinatorial Reinforcement Learning with Preference Feedback
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1706
KoopSTD: Reliable Similarity Analysis between Dynamical Systems via Approximating Koopman Spectrum with Timescale Decoupling
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1400
Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2603
BlockDialect: Block-wise Fine-grained Mixed Format Quantization for Energy-Efficient LLM Inference
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: Contextual Integrity is Inadequately Applied to Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1502
Near-optimal Sketchy Natural Gradients for Physics-Informed Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1003
Pointwise Information Measures as Confidence Estimators in Deep Neural Networks: A Comparative Study
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-818
Test-Time Training Provably Improves Transformers as In-context Learners
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3606
Matryoshka Quantization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1806
MCU: An Evaluation Framework for Open-Ended Game Agents
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-802
POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2803
UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2600
Organize the Web: Constructing Domains Enhances Pre-Training Data Curation
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1006
Multi-objective Linear Reinforcement Learning with Lexicographic Rewards
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-803
$S^2$FGL: Spatial Spectral Federated Graph Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
Multiple-policy Evaluation via Density Estimation
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3001
Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: Retrieval-augmented systems can be dangerous medical communicators
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3408
Efficient Fine-Grained Guidance for Diffusion Model Based Symbolic Music Generation
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-800
LEMoN: Label Error Detection using Multimodal Neighbors
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2200
No Soundness in the Real World: On the Challenges of the Verification of Deployed Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1005
From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1000
Tackling View-Dependent Semantics in 3D Language Gaussian Splatting
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
Learning Parametric Distributions from Samples and Preferences
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
Subspace Optimization for Large Language Models with Convergence Guarantees
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2000
Learning In-context $n$-grams with Transformers: Sub-$n$-grams Are Near-Stationary Points
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3303
Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
Dataflow-Guided Neuro-Symbolic Language Models for Type Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
Maintaining Proportional Committees with Dynamic Candidate Sets
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3301
Morse: Dual-Sampling for Lossless Acceleration of Diffusion Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3204
Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2211
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2405
Free Process Rewards without Process Labels
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
Online Learning with Unknown Constraints
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: It Is Time We Test Neural Computation In Vitro
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1803
Identifying Causal Direction via Variational Bayesian Compression
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Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1403
Enhancing Logits Distillation with Plug&Play Kendall's $\tau$ Ranking Loss
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3502
Primitive Vision: Improving Diagram Understanding in MLLMs
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-801
EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
Flow-field inference from neural data using deep recurrent networks
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1008
A Theoretical Justification for Asymmetric Actor-Critic Algorithms
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1303
Self-Discriminative Modeling for Anomalous Graph Detection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3008
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2801
µnit Scaling: Simple and Scalable FP8 LLM Training
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
Latent Diffusion Planning for Imitation Learning
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
A Generalization Theory for Zero-Shot Prediction
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2407
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
Enforcing Idempotency in Neural Networks
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Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3006
SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
Heterogeneous Label Shift: Theory and Algorithm
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-906
On the Alignment between Fairness and Accuracy: from the Perspective of Adversarial Robustness
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1503
ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
AdaWorld: Learning Adaptable World Models with Latent Actions
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2102
On the Provable Separation of Scales in Maximal Update Parameterization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Faster Stochastic Optimization with Arbitrary Delays via Adaptive Asynchronous Mini-Batching
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2301
NeuronTune: Towards Self-Guided Spurious Bias Mitigation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1205
Can Transformers Learn Full Bayesian Inference in Context?
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3412
Spatial Reasoning with Denoising Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1409
Low-Rank Tensor Transitions (LoRT) for Transferable Tensor Regression
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Inverse Optimization via Learning Feasible Regions
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3112
Learning Extrapolative Sequence Transformations from Markov Chains
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2704
Aligning LLMs by Predicting Preferences from User Writing Samples
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3012
How Contaminated Is Your Benchmark? Measuring Dataset Leakage in Large Language Models with Kernel Divergence
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2304
GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2804
DataDecide: How to Predict Best Pretraining Data with Small Experiments
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2705
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2511
Guided Search Strategies in Non-Serializable Environments with Applications to Software Engineering Agents
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2300
ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
Provable Policy Gradient for Robust Average-Reward MDPs Beyond Rectangularity
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3002
Discrete Neural Algorithmic Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations
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Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Towards a Formal Theory of Representational Compositionality
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1705
Compute or Load KV Cache? Why Not Both?
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3208
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2202
Backdoor Attacks in Token Selection of Attention Mechanism
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-605
Position: Rethinking LLM Bias Probing Using Lessons from the Social Sciences
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Slides]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1902
Stronger Neyman Regret Guarantees for Adaptive Experimental Design
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1504
Permutation-Free High-Order Interaction Tests
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2706
RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1302
Diversified Flow Matching with Translation Identifiability
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1202
Interaction-Aware Gaussian Weighting for Clustered Federated Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
Alberta Wells Dataset: Pinpointing Oil and Gas Wells from Satellite Imagery
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Improved Learning via k-DTW: A Novel Dissimilarity Measure for Curves
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1102
Correlated Errors in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2805
LensLLM: Unveiling Fine-Tuning Dynamics for LLM Selection
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1107
Efficiently Vectorized MCMC on Modern Accelerators
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3410
Inverse Problem Sampling in Latent Space Using Sequential Monte Carlo
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1701
Adaptive Data Collection for Robust Learning Across Multiple Distributions
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2806
SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3101
TopoTune: A Framework for Generalized Combinatorial Complex Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2906
Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2205
Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Can Transformers Reason Logically? A Study in SAT Solving
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1407
CAT Merging: A Training-Free Approach for Resolving Conflicts in Model Merging
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3003
CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-804
Minimalist Concept Erasure in Generative Models
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2903
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
The Power of Random Features and the Limits of Distribution-Free Gradient Descent
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3605
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2808
TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2011
Optimal transport-based conformal prediction
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
Convergence of Consistency Model with Multistep Sampling under General Data Assumptions
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2912
Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1304
Rethinking Confidence Scores and Thresholds in Pseudolabeling-based SSL
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Slides]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3107
What Makes a Good Feedforward Computational Graph?
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1206
FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
EditLord: Learning Code Transformation Rules for Code Editing
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Slides]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3504
Robust Noise Attenuation via Adaptive Pooling of Transformer Outputs
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
PAC Learning with Improvements
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1901
Double Machine Learning for Causal Inference under Shared-State Interference
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Heterogeneous Data Game: Characterizing the Model Competition Across Multiple Data Sources
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
Tilted Sharpness-Aware Minimization
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1305
Point-Level Topological Representation Learning on Point Clouds
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
Dimension-Independent Rates for Structured Neural Density Estimation
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: Societal Impacts Research Requires Benchmarks for Creative Composition Tasks
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3601
On Fine-Grained Distinct Element Estimation
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3600
Learning-Augmented Hierarchical Clustering
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
General framework for online-to-nonconvex conversion: Schedule-free SGD is also effective for nonconvex optimization
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3210
S4S: Solving for a Fast Diffusion Model Solver
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1000
Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2108
LETS Forecast: Learning Embedology for Time Series Forecasting
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Slides]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Behavior-Regularized Diffusion Policy Optimization for Offline Reinforcement Learning
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1604
Learning Vision and Language Concepts for Controllable Image Generation
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3206
Diffusion Adversarial Post-Training for One-Step Video Generation
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1808
David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training
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Slides]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1102
SPEX: Scaling Feature Interaction Explanations for LLMs
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Statistical Test for Feature Selection Pipelines by Selective Inference
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
A Model of Place Field Reorganization During Reward Maximization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
SE(3)-Equivariant Diffusion Policy in Spherical Fourier Space
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1107
Relating Misfit to Gain in Weak-to-Strong Generalization Beyond the Squared Loss
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
Return Capping: Sample Efficient CVaR Policy Gradient Optimisation
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
Position: Supervised Classifiers Answer the Wrong Questions for OOD Detection
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-609
Active Fine-Tuning of Multi-Task Policies
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2503
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1005
Partially Observable Reinforcement Learning with Memory Traces
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2812
VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2800
Automated Benchmark Generation for Repository-Level Coding Tasks
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3503
Attention-Level Speculation
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2311
GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
MedRAX: Medical Reasoning Agent for Chest X-ray
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1609
PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-606
Position: General Intelligence Requires Reward-based Pretraining
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-506
Position: AI Evaluation Should Learn from How We Test Humans
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-505
Position: Uncertainty Quantification Needs Reassessment for Large Language Model Agents
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-604
Position: When Incentives Backfire, Data Stops Being Human
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3509
Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3009
Can Large Language Models Understand Intermediate Representations in Compilers?
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-601
Adversarial Inception Backdoor Attacks against Reinforcement Learning
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Learning with Expected Signatures: Theory and Applications
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-714
Novelty Detection in Reinforcement Learning with World Models
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Slides]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3404
Continuous Semi-Implicit Models
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1702
Unconstrained Robust Online Convex Optimization
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
Safety-Polarized and Prioritized Reinforcement Learning
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1300
CACTI: Leveraging Copy Masking and Contextual Information to Improve Tabular Data Imputation
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3106
Outlier-Aware Post-Training Quantization for Discrete Graph Diffusion Models
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2708
Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
On Linear Convergence in Smooth Convex-Concave Bilinearly-Coupled Saddle-Point Optimization: Lower Bounds and Optimal Algorithms
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2910
MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1402
Understanding the Unfairness in Network Quantization
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1603
SEAD: Unsupervised Ensemble of Streaming Anomaly Detectors
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2004
Outlier Gradient Analysis: Efficiently Identifying Detrimental Training Samples for Deep Learning Models
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
Quantum Optimization via Gradient-Based Hamiltonian Descent
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1209
Non-asymptotic Error Bounds in $\mathcal{W}_2$-Distance with Sqrt(d) Dimension Dependence and First Order Convergence for Langevin Monte Carlo beyond Log-Concavity
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3500
Peri-LN: Revisiting Normalization Layer in the Transformer Architecture
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Theoretical guarantees on the best-of-n alignment policy
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2907
FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2209
One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1805
From Logits to Hierarchies: Hierarchical Clustering made Simple
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1203
Robust Conformal Outlier Detection under Contaminated Reference Data
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1101
On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2902
RATE: Causal Explainability of Reward Models with Imperfect Counterfactuals
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2700
Right Now, Wrong Then: Non-Stationary Direct Preference Optimization under Preference Drift
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2900
Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3407
INRFlow: Flow Matching for INRs in Ambient Space
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1103
STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2802
Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2010
Efficient Heterogeneity-Aware Federated Active Data Selection
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2406
Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1100
Learning Adversarial MDPs with Stochastic Hard Constraints
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
Efficiently Serving Large Multimodal Models Using EPD Disaggregation
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3409
EasyInv: Toward Fast and Better DDIM Inversion
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Auto Speculation
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1904
An Improved Clique-Picking Algorithm for Counting Markov Equivalent DAGs via Super Cliques Transfer
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
Continual Reinforcement Learning by Planning with Online World Models
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2807
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2809
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2104
On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3104
Cooperation of Experts: Fusing Heterogeneous Information with Large Margin
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1408
Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2810
Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2212
Training High Performance Spiking Neural Network by Temporal Model Calibration
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2811
EvoPress: Accurate Dynamic Model Compression via Evolutionary Search
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
Limitations of measure-first protocols in quantum machine learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
Nonlinearly Preconditioned Gradient Methods under Generalized Smoothness
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1006
The Elicitation Game: Evaluating Capability Elicitation Techniques
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1903
On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2711
Instruction-Following Pruning for Large Language Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
Three-Dimensional Trajectory Prediction with 3DMoTraj Dataset
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-600
Do Not Mimic My Voice : Speaker Identity Unlearning for Zero-Shot Text-to-Speech
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Provably Efficient Algorithm for Best Scoring Rule Identification in Online Principal-Agent Information Acquisition
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3103
Geometric Hyena Networks for Large-scale Equivariant Learning
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3506
DeepCrossAttention: Supercharging Transformer Residual Connections
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2710
Radio: Rate–Distortion Optimization for Large Language Model Compression
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2709
Explicit Preference Optimization: No Need for an Implicit Reward Model
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2105
TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2707
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2103
Modular Duality in Deep Learning
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-124
Enhancing Ligand Validity and Affinity in Structure-Based Drug Design with Multi-Reward Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
QuanONet: Quantum Neural Operator with Application to Differential Equation
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Learning to Steer Learners in Games
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
HEAP: Hyper Extended A-PDHG Operator for Constrained High-dim PDEs
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3007
Commute Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3505
Primphormer: Efficient Graph Transformers with Primal Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1105
Censor Dependent Variational Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
Breaking the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Offline Model-based Optimization for Real-World Molecular Discovery
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2005
Function-Space Learning Rates
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-416
Temporal Query Network for Efficient Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1601
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2310
Distillation Scaling Laws
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1606
Sanity Checking Causal Representation Learning on a Simple Real-World System
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2703
Investigating Non-Transitivity in LLM-as-a-Judge
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3311
Be a Goldfish: Forgetting Bad Conditioning in Sparse Linear Regression via Variational Autoencoders
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
The Limits of Tractable Marginalization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2701
Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2607
The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3312
Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
Risk-Sensitive Theory of Mind: Coordinating with Agents of Unknown Bias using Cumulative Prospect Theory
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
Physics Aware Neural Networks for Unsupervised Binding Energy Prediction
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2601
MARGE: Improving Math Reasoning with Guided Exploration
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2602
ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2203
ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
NBDI: A Simple and Effective Termination Condition for Skill Extraction from Task-Agnostic Demonstrations
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2111
LightGTS: A Lightweight General Time Series Forecasting Model
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1404
Principled Algorithms for Optimizing Generalized Metrics in Binary Classification
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
EcoMapper: Generative Modeling for Climate-Aware Satellite Imagery
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-702
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3309
Controlled Generation with Equivariant Variational Flow Matching
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1807
From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-902
A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
Non-Asymptotic and Non-Lipschitzian Bounds on Optimal Values in Stochastic Optimization Under Heavy Tails
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1204
Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough?
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2303
Approximating Latent Manifolds in Neural Networks via Vanishing Ideals
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3207
Harmonizing Geometry and Uncertainty: Diffusion with Hyperspheres
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1106
Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2204
LEVIS: Large Exact Verifiable Input Spaces for Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2604
Communicating Activations Between Language Model Agents
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2110
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1900
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3307
TabSDS: a Lightweight, Fully Non-Parametric, and Model Free Approach for Generating Synthetic Tabular Data
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1704
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
ARS: Adaptive Reward Scaling for Multi-Task Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1308
No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-705
Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1309
Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3308
Stochastic Forward–Backward Deconvolution: Training Diffusion Models with Finite Noisy Datasets
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2608
On the Robustness of Reward Models for Language Model Alignment
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1109
Progressive Tempering Sampler with Diffusion
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-704
Mind the Gap: A Practical Attack on GGUF Quantization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1800
Tightening Causal Bounds via Covariate-Aware Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1106
What Has a Foundation Model Found? Inductive Bias Reveals World Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
DSBRouter: End-to-end Global Routing via Diffusion Schr\"{o}dinger Bridge
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2610
Improving Diversity in Language Models: When Temperature Fails, Change the Loss
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1700
Tensor Decomposition Based Memory-Efficient Incremental Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3612
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
Blink of an eye: a simple theory for feature localization in generative models
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
LOCATE 3D: Real-World Object Localization via Self-Supervised Learning in 3D
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
From Thousands to Billions: 3D Visual Language Grounding via Render-Supervised Distillation from 2D VLMs
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3100
Improving the Effective Receptive Field of Message-Passing Neural Networks
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2611
NExtLong: Toward Effective Long-Context Training without Long Documents
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-703
Emoji Attack: Enhancing Jailbreak Attacks Against Judge LLM Detection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2612
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
Differential Coding for Training-Free ANN-to-SNN Conversion
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1108
Enhancing Spectral GNNs: From Topology and Perturbation Perspectives
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2512
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-815
Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1811
Bridging Fairness and Efficiency in Conformal Inference: A Surrogate-Assisted Group-Clustered Approach
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1103
DS-VLM: Diffusion Supervision Vision Language Model
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1910
Distributional Diffusion Models with Scoring Rules
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1003
Fragments to Facts: Partial-Information Fragment Inference from LLMs
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
Implicit Riemannian Optimism with Applications to Min-Max Problems
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1002
Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
Impossible Videos
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1509
Does Data Scaling Lead to Visual Compositional Generalization?
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3603
Learning curves theory for hierarchically compositional data with power-law distributed features
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2509
AlphaPO: Reward Shape Matters for LLM Alignment
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3203
Robust Multi-bit Text Watermark with LLM-based Paraphrasers
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1801
Integer Programming for Generalized Causal Bootstrap Designs
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2404
Self-Consistency Preference Optimization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
Scalable Equilibrium Sampling with Sequential Boltzmann Generators
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
Temporal Misalignment in ANN-SNN Conversion and its Mitigation via Probabilistic Spiking Neurons
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
LipsNet++: Unifying Filter and Controller into a Policy Network
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1301
Towards Understanding Parametric Generalized Category Discovery on Graphs
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1909
COExpander: Adaptive Solution Expansion for Combinatorial Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2508
Mastering Board Games by External and Internal Planning with Language Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
PDUDT: Provable Decentralized Unlearning under Dynamic Topologies
[
Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1508
SHE: Streaming-media Hashing Retrieval
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2208
SDP-CROWN: Efficient Bound Propagation for Neural Network Verification with Tightness of Semidefinite Programming
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1602
The Relationship Between No-Regret Learning and Online Conformal Prediction
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-905
Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1809
AutoEval Done Right: Using Synthetic Data for Model Evaluation
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2506
Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2009
On the Power of Learning-Augmented Search Trees
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2505
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2504
CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
Structured Preconditioners in Adaptive Optimization: A Unified Analysis
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2007
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3300
EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3200
Improving Consistency Models with Generator-Augmented Flows
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1200
The Noisy Laplacian: a Threshold Phenomenon for Non-Linear Dimension Reduction
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
VerbalTS: Generating Time Series from Texts
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2909
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3004
Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
Imitation Learning from a Single Temporally Misaligned Video
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Slides]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2502
Learning Safety Constraints for Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
Universal Approximation Theorem of Deep Q-Networks
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images?
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3613
The Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Geometric Feature Embedding for Effective 3D Few-Shot Class Incremental Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2400
Emergent Response Planning in LLMs
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1004
Leveraging Predictive Equivalence in Decision Trees
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1109
Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-509
CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3607
Prompt-based Depth Pruning of Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1707
RAGGED: Towards Informed Design of Scalable and Stable RAG Systems
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2401
Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1306
A Selective Learning Method for Temporal Graph Continual Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-516
Scalable First-order Method for Certifying Optimal k-Sparse GLMs
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2008
Knowledge Swapping via Learning and Unlearning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
Explicit Exploration for High-Welfare Equilibria in Game-Theoretic Multiagent Reinforcement Learning
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2402
Reward-Guided Speculative Decoding for Efficient LLM Reasoning
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2403
A Unified Approach to Routing and Cascading for LLMs
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1001
Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3211
DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-701
SafeArena: Evaluating the Safety of Autonomous Web Agents
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-700
Weak-to-Strong Jailbreaking on Large Language Models
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3212
Geometric Representation Condition Improves Equivariant Molecule Generation
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1208
Polynomial-Delay MAG Listing with Novel Locally Complete Orientation Rules
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2207
Sample-specific Noise Injection for Diffusion-based Adversarial Purification
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Enhancing Foundation Models with Federated Domain Knowledge Infusion
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Value-Based Deep RL Scales Predictably
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2408
De-mark: Watermark Removal in Large Language Models
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3610
Learning to Stop: Deep Learning for Mean Field Optimal Stopping
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3111
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
Probabilistic Factorial Experimental Design for Combinatorial Interventions
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2409
ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
Sparse Autoencoders for Hypothesis Generation
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-603
Optimal Survey Design for Private Mean Estimation
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1506
Emergence in non-neural models: grokking modular arithmetic via average gradient outer product
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3110
Geometric Generative Modeling with Noise-Conditioned Graph Networks
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2312
NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Latent Action Learning Requires Supervision in the Presence of Distractors
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
NMA-tune: Generating Highly Designable and Dynamics Aware Protein Backbones
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2712
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2106
Understanding and Improving Length Generalization in Recurrent Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
Metastable Dynamics of Chain-of-Thought Reasoning: Provable Benefits of Search, RL and Distillation
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1001
Polynomial Time Learning Augmented Algorithms for NP-hard Permutation Problems
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2309
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2308
Liger: Linearizing Large Language Models to Gated Recurrent Structures
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2002
A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-506
Linear convergence of Sinkhorn's algorithm for generalized static Schrödinger bridge
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2306
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3602
Safety Certificate against Latent Variables with Partially Unidentifiable Dynamics
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
An Entropy-Based Model for Hierarchical Learning
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JMLR]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3510
SAFE: Finding Sparse and Flat Minima to Improve Pruning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2411
DyCodeEval: Dynamic Benchmarking of Reasoning Capabilities in Code Large Language Models Under Data Contamination
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-900
Differentially Private Analysis for Binary Response Models: Optimality, Estimation, and Inference
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1708
Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1507
Towards the Causal Complete Cause of Multi-Modal Representation Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3209
Field Matching: an Electrostatic Paradigm to Generate and Transfer Data
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1406
Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3205
Generative Data Mining with Longtail-Guided Diffusion
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2012
Multi-Session Budget Optimization for Forward Auction-based Federated Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1906
MetricEmbedding: Accelerate Metric Nearness by Tropical Inner Product
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1907
Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3512
SWAN: SGD with Normalization and Whitening Enables Stateless LLM Training
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm Identification
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3402
Diffusion Instruction Tuning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3501
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
RobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1703
QUTE: Quantifying Uncertainty in TinyML models with Early-exit-assisted ensembles for model-monitoring
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-510
Discrete and Continuous Difference of Submodular Minimization
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2501
Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
Mitigating Plasticity Loss in Continual Reinforcement Learning by Reducing Churn
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1201
Demeaned Sparse: Efficient Anomaly Detection by Residual Estimate
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2911
Occult: Optimizing Collaborative Communications across Experts for Accelerated Parallel MoE Training and Inference
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1007
Near-optimal Regret Using Policy Optimization in Online MDPs with Aggregate Bandit Feedback
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3202
Does Generation Require Memorization? Creative Diffusion Models using Ambient Diffusion
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3201
Ergodic Generative Flows
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1307
Positive-unlabeled AUC Maximization under Covariate Shift
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3302
Symmetry-Aware GFlowNets
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1908
Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1002
QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2006
Towards Memorization Estimation: Fast, Formal and Free
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3611
Provably Improving Generalization of Few-shot models with Synthetic Data
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
FreeMesh: Boosting Mesh Generation with Coordinates Merging
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
Armijo Line-search Can Make (Stochastic) Gradient Descent Provably Faster
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Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-718
Offline Opponent Modeling with Truncated Q-driven Instant Policy Refinement
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2206
IT$^3$: Idempotent Test-Time Training
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
Learning to Incentivize in Repeated Principal-Agent Problems with Adversarial Agent Arrivals
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2510
MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1812
Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination’s Impact on Machine Translation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
ABNet: Adaptive explicit-Barrier Net for Safe and Scalable Robot Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3105
COMRECGC: Global Graph Counterfactual Explainer through Common Recourse
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-901
DMM: Distributed Matrix Mechanism for Differentially-Private Federated Learning Based on Constant-Overhead Linear Secret Resharing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3000
When Do LLMs Help With Node Classification? A Comprehensive Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
Fundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1905
Multi-Objective Causal Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3304
FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2210
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Revisiting the Predictability of Performative, Social Events
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
Provable Zero-Shot Generalization in Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
Nonconvex Theory of $M$-estimators with Decomposable Regularizers
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1810
RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2609
Federated In-Context Learning: Iterative Refinement for Improved Answer Quality
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1108
NETS: A Non-equilibrium Transport Sampler
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-814
A Market for Accuracy: Classification Under Competition
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2905
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Exploiting Similarity for Computation and Communication-Efficient Decentralized Optimization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2109
LAST SToP for Modeling Asynchronous Time Series
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1911
One-Step Generalization Ratio Guided Optimization for Domain Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2412
Fast Video Generation with Sliding Tile Attention
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-519
Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
Gradient Boosting Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2605
AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
Learning the Electronic Hamiltonian of Large Atomic Structures
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1501
Computing Optimal Transport Maps and Wasserstein Barycenters Using Conditional Normalizing Flows
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
Monte Carlo Tree Diffusion for System 2 Planning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3400
Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1911
Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2806
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1604
KoNODE: Koopman-Driven Neural Ordinary Differential Equations with Evolving Parameters for Time Series Analysis
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2511
Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1205
LIMEFLDL: A Local Interpretable Model-Agnostic Explanations Approach for Label Distribution Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2401
AuPair: Golden Example Pairs for Code Repair
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Quadruple Attention in Many-body Systems for Accurate Molecular Property Predictions
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Prediction-Aware Learning in Multi-Agent Systems
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
A Closer Look at Multimodal Representation Collapse
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
Toward a Unified Theory of Gradient Descent under Generalized Smoothness
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Universal Length Generalization with Turing Programs
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Online Laplacian-Based Representation Learning in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3102
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
High-Dimensional Prediction for Sequential Decision Making
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
Geometric Algebra Planes: Convex Implicit Neural Volumes
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-805
Hardware and Software Platform Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3005
Graph World Model
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2705
Structure-Guided Large Language Models for Text-to-SQL Generation
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
Latent Mamba Operator for Partial Differential Equations
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2708
R.I.P.: Better Models by Survival of the Fittest Prompts
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
Beyond Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2905
Do We Really Need Message Passing in Brain Network Modeling?
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1006
Private Federated Learning using Preference-Optimized Synthetic Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2907
Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3305
An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Inverse problems with experiment-guided AlphaFold
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3200
Cross-regularization: Adaptive Model Complexity through Validation Gradients
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2206
Average Certified Radius is a Poor Metric for Randomized Smoothing
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
Generalization Principles for Inference over Text-Attributed Graphs with Large Language Models
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-906
Scaling Test-Time Compute Without Verification or RL is Suboptimal
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1201
Conditioning Diffusions Using Malliavin Calculus
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2309
Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3303
Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1206
What makes an Ensemble (Un) Interpretable?
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3109
Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2505
Preference Adaptive and Sequential Text-to-Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1700
Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3310
GLGENN: A Novel Parameter-Light Equivariant Neural Networks Architecture Based on Clifford Geometric Algebras
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3309
SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2301
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2305
LLM Data Selection and Utilization via Dynamic Bi-level Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-903
SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification
[
Poster]
[
OpenReview]
Oral Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-602
Position: AI Competitions Provide the Gold Standard for Empirical Rigor in GenAI Evaluation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Flow Q-Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2911
Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
LieRE: Lie Rotational Positional Encodings
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
Robot-Gated Interactive Imitation Learning with Adaptive Intervention Mechanism
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1209
Activation Space Interventions Can Be Transferred Between Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: We Can’t Understand AI Using our Existing Vocabulary
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
DiffusionVLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2205
One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
On Differential Privacy for Adaptively Solving Search Problems via Sketching
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3410
GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1810
K$^2$IE: Kernel Method-based Kernel Intensity Estimators for Inhomogeneous Poisson Processes
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Grokking Beyond the Euclidean Norm of Model Parameters
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2303
Reinforced Lifelong Editing for Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3008
SPHINX: Structural Prediction using Hypergraph Inference Network
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
A Unified View on Learning Unnormalized Distributions via Noise-Contrastive Estimation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-706
MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
Mastering Multiple-Expert Routing: Realizable $H$-Consistency and Strong Guarantees for Learning to Defer
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1507
Right Time to Learn: Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
Boosting Protein Graph Representations through Static-Dynamic Fusion
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1106
TOPLOC: A Locality Sensitive Hashing Scheme for Trustless Verifiable Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2011
Provable Maximum Entropy Manifold Exploration via Diffusion Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-621
Scaffold with Stochastic Gradients: New Analysis with Linear Speed-Up
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Fully Dynamic Embedding into $\ell_p$ Spaces
[
OpenReview]
Oral Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: Political Neutrality in AI Is Impossible — But Here Is How to Approximate It
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-416
Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
Efficient and Separate Authentication Image Steganography Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3007
TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2910
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3000
SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2902
Graph4MM: Weaving Multimodal Learning with Structural Information
[
Poster]
[
OpenReview]
Oral Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-601
Position: Medical Large Language Model Benchmarks Should Prioritize Construct Validity
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-510
BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1500
PTTA: Purifying Malicious Samples for Test-Time Model Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3308
A Closer Look at Backdoor Attacks on CLIP
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
Zero Shot Generalization of Vision-Based RL Without Data Augmentation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2712
On the Duality between Gradient Transformations and Adapters
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3105
Mechanisms of Projective Composition of Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1606
Conformal Anomaly Detection in Event Sequences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
Score as Action: Fine Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1804
Regression for the Mean: Auto-Evaluation and Inference with Few Labels through Post-hoc Regression
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1912
Differentiable Structure Learning with Ancestral Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1508
Bipartite Ranking From Multiple Labels: On Loss Versus Label Aggregation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
Efficient Skill Discovery via Regret-Aware Optimization
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Enhancing Diversity In Parallel Agents: A Maximum State Entropy Exploration Story
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2002
Feature Shift Localization Network
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1407
Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-701
Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1401
Weakly Supervised Anomaly Detection via Dual-Tailed Kernel
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2612
Hidden No More: Attacking and Defending Private Third-Party LLM Inference
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
A Theory for Conditional Generative Modeling on Multiple Data Sources
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
On Mitigating Affinity Bias through Bandits with Evolving Biased Feedback
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2805
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Online Pre-Training for Offline-to-Online Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-704
Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3206
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
When, Where and Why to Average Weights?
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
Adaptive Elicitation of Latent Information Using Natural Language
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1805
On Path to Multimodal Generalist: General-Level and General-Bench
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
Chip Placement with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2008
Evolving Minds: Logic-Informed Inference from Temporal Action Patterns
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1503
Approximately Correct Label Distribution Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1506
Predictive Performance of Deep Quantum Data Re-uploading Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
Learn Singularly Perturbed Solutions via Homotopy Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1301
New Bounds for Sparse Variational Gaussian Processes
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
The Global Convergence Time of Stochastic Gradient Descent in Non-Convex Landscapes: Sharp Estimates via Large Deviations
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-806
BaxBench: Can LLMs Generate Correct and Secure Backends?
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1404
Partition First, Embed Later: Laplacian-Based Feature Partitioning for Refined Embedding and Visualization of High-Dimensional Data
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2004
Learning with Selectively Labeled Data from Multiple Decision-makers
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2204
Understanding the Emergence of Multimodal Representation Alignment
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Generalization of noisy SGD in unbounded non-convex settings
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1806
Is Complex Query Answering Really Complex?
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-902
"Who experiences large model decay and why?" A Hierarchical Framework for Diagnosing Heterogeneous Performance Drift
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1903
Super Deep Contrastive Information Bottleneck for Multi-modal Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-702
PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2107
Channel Normalization for Time Series Channel Identification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1607
Provable Length Generalization in Sequence Prediction via Spectral Filtering
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1608
Residual TPP: A Unified Lightweight Approach for Event Stream Data Analysis
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-519
Towards Understanding Gradient Dynamics of the Sliced-Wasserstein Distance via Critical Point Analysis
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2312
Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2407
KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2409
Learning Distribution-wise Control in Representation Space for Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
A Variational Framework for Improving Naturalness in Generative Spoken Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1208
Learning to Route LLMs with Confidence Tokens
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Sable: a Performant, Efficient and Scalable Sequence Model for MARL
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1900
Clustering via Self-Supervised Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1800
Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1803
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1303
Determinant Estimation under Memory Constraints and Neural Scaling Laws
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2110
In-Context Fine-Tuning for Time-Series Foundation Models
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3003
The Diffusion Duality
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2412
RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
SERENA: A Unified Stochastic Recursive Variance Reduced Gradient Framework for Riemannian Non-Convex Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2912
A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2202
Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
OmniArch: Building Foundation Model for Scientific Computing
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1400
Learning Soft Sparse Shapes for Efficient Time-Series Classification
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1305
Conformal Prediction as Bayesian Quadrature
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2410
Progressively Label Enhancement for Large Language Model Alignment
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1100
You Get What You Give: Reciprocally Fair Federated Learning
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2710
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1309
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
PARQ: Piecewise-Affine Regularized Quantization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1101
FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2501
DPO Meets PPO: Reinforced Token Optimization for RLHF
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2807
Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding?
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1708
Efficient Core-set Selection for Deep Learning Through Squared Loss Minimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
LineFlow: A Framework to Learn Active Control of Production Lines
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1004
Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Breaking Barriers: Combinatorial Algorithms for Non-Monotone Submodular Maximization with Sublinear Adaptivity and $1/e$ Approximation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2112
Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
Scaling Large Motion Models with Million-Level Human Motions
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Expected Variational Inequalities
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied Edges
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1709
Sample Efficient Demonstration Selection for In-Context Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1603
Geometric Contact Flows: Contactomorphisms for Dynamics and Control
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2102
Rethinking Benign Overfitting in Two-Layer Neural Networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
Proto Successor Measure: Representing the Behavior Space of an RL Agent
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
Efficient Robotic Policy Learning via Latent Space Backward Planning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
Task-Gated Multi-Expert Collaboration Network for Degraded Multi-Modal Image Fusion
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2504
HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3104
Smooth Interpolation for Improved Discrete Graph Generative Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3311
OW-VAP: Visual Attribute Parsing for Open World Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1808
To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-605
Position: Theory of Mind Benchmarks are Broken for Large Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1003
KGMark: A Diffusion Watermark for Knowledge Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1701
Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
A Comprehensive Framework for Analyzing the Convergence of Adam: Bridging the Gap with SGD
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
Aligned Multi Objective Optimization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-604
Position: All Current Generative Fidelity and Diversity Metrics are Flawed
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Comparing Comparisons: Informative and Easy Human Feedback with Distinguishability Queries
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1306
Sample Complexity of Branch-length Estimation by Maximum Likelihood
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2706
Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3202
SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2603
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
Latent Variable Estimation in Bayesian Black-Litterman Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1901
Generalization Performance of Ensemble Clustering: From Theory to Algorithm
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2901
Disentangled Graph Spectral Domain Adaptation
[
Poster]
[
OpenReview]
Oral Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: Principles of Animal Cognition to Improve LLM Evaluations
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3010
N2GON: Neural Networks for Graph-of-Net with Position Awareness
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2306
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-606
Position: The Future of Bayesian Prediction Is Prior-Fitted
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Refining Adaptive Zeroth-Order Optimization at Ease
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2703
SkipGPT: Each Token is One of a Kind
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3103
MDDM: Practical Message-Driven Generative Image Steganography Based on Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2209
Phase and Amplitude-aware Prompting for Enhancing Adversarial Robustness
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3304
Scalable Meta-Learning via Mixed-Mode Differentiation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1907
Strategic A/B testing via Maximum Probability-driven Two-armed Bandit
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
Online Episodic Convex Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2601
AnyEdit: Edit Any Knowledge Encoded in Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3312
Taming Diffusion for Dataset Distillation with High Representativeness
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2506
xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1707
Wait-Less Offline Tuning and Re-solving for Online Decision Making
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2600
Multi-Turn Code Generation Through Single-Step Rewards
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2810
Efficient Long Context Fine-tuning with Chunk Flow
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1207
Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1002
Disparate Conditional Prediction in Multiclass Classifiers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
Reconstructing Cell Lineage Trees from Phenotypic Features with Metric Learning
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
High-Fidelity Simultaneous Speech-To-Speech Translation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2009
Projection Pursuit Density Ratio Estimation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1812
Learning Safe Strategies for Value Maximizing Buyers in Uniform Price Auctions
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2211
Simplifying DINO via Coding Rate Regularization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3101
Wasserstein Flow Matching: Generative Modeling Over Families of Distributions
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1405
Lightspeed Geometric Dataset Distance via Sliced Optimal Transport
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
Retrieval Augmented Zero-Shot Enzyme Generation for Specified Substrate
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1308
LEAPS: A discrete neural sampler via locally equivariant networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
Regret-Free Reinforcement Learning for Temporal Logic Specifications
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3203
Implicit Language Models are RNNs: Balancing Parallelization and Expressivity
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3012
Equivalence is All: A Unified View for Self-supervised Graph Learning
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
Learning from others' mistakes: Finetuning machine translation models with span-level error annotations
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-803
Optimizing Adaptive Attacks against Watermarks for Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1906
Exogenous Isomorphism for Counterfactual Identifiability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1008
EncryptedLLM: Privacy-Preserving Large Language Model Inference via GPU-Accelerated Fully Homomorphic Encryption
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1505
Learning Imbalanced Data with Beneficial Label Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1001
Optimal Fair Learning Robust to Adversarial Distribution Shift
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-901
Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
Geometric Resampling in Nearly Linear Time for Follow-the-Perturbed-Leader with Best-of-Both-Worlds Guarantee in Bandit Problems
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3001
Score-based Pullback Riemannian Geometry: Extracting the Data Manifold Geometry using Anisotropic Flows
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2406
Teaching Transformers Causal Reasoning through Axiomatic Training
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2105
A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
Rethink GraphODE Generalization within Coupled Dynamical System
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3108
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
SAM2Act: Integrating Visual Foundation Model with A Memory Architecture for Robotic Manipulation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1811
Kernel Quantile Embeddings and Associated Probability Metrics
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1504
Compressing tree ensembles through Level-wise Optimization and Pruning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1905
Graph Minimum Factor Distance and Its Application to Large-Scale Graph Data Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
Rectifying Conformity Scores for Better Conditional Coverage
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2208
When and How Does CLIP Enable Domain and Compositional Generalization?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3004
Privacy Attacks on Image AutoRegressive Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2111
Self-Supervised Learning of Intertwined Content and Positional Features for Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
Cross-Modal Alignment via Variational Copula Modelling
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-801
Improving LLM Safety Alignment with Dual-Objective Optimization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-506
Tree-Sliced Wasserstein Distance: A Geometric Perspective
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2606
When Bad Data Leads to Good Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3011
How Expressive are Knowledge Graph Foundation Models?
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3107
Simultaneous Multi-Robot Motion Planning with Projected Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2308
NestQuant: nested lattice quantization for matrix products and LLMs
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2711
Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1807
SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2509
BackSlash: Rate Constrained Optimized Training of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Dueling Convex Optimization with General Preferences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
Fast Tensor Completion via Approximate Richardson Iteration
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2707
BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3207
Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2704
Binary Hypothesis Testing for Softmax Models and Leverage Score Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2005
Federated Learning for Feature Generalization with Convex Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2608
Fast Large Language Model Collaborative Decoding via Speculation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2502
polybasic Speculative Decoding Through a Theoretical Perspective
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
Towards Better-than-2 Approximation for Constrained Correlation Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2510
Scaling Sparse Feature Circuits For Studying In-Context Learning
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1602
SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1304
Outsourced Diffusion Sampling: Efficient Posterior Inference in Latent Spaces of Generative Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-804
Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning Attack
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-800
OR-Bench: An Over-Refusal Benchmark for Large Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3306
MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2010
Adaptive Estimation and Learning under Temporal Distribution Shift
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
Square$\chi$PO: Differentially Private and Robust $\chi^2$-Preference Optimization in Offline Direct Alignment
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
Anytime-Constrained Equilibria in Polynomial Time
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1204
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1105
Graph Inverse Style Transfer for Counterfactual Explainability
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1202
Learn to Vaccinate: Combining Structure Learning and Effective Vaccination for Epidemic and Outbreak Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2101
Deep Linear Network Training Dynamics from Random Initialization: Data, Width, Depth, and Hyperparameter Transfer
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2310
ROPO: Robust Preference Optimization for Large Language Models
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-900
DIS-CO: Discovering Copyrighted Content in VLMs Training Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1200
Sampling Binary Data by Denoising through Score Functions
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
Long-Form Speech Generation with Spoken Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
Provable Efficiency of Guidance in Diffusion Models for General Data Distribution
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1601
Improved Coresets for Vertical Federated Learning: Regularized Linear and Logistic Regressions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1502
Generalized additive models via direct optimization of regularized decision stump forests
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1403
A Theoretical Framework For Overfitting In Energy-based Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2802
On Measuring Long-Range Interactions in Graph Neural Networks
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2500
LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3301
Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
Exploring Representations and Interventions in Time Series Foundation Models
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2904
Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2808
Calibrated Language Models and How to Find Them with Label Smoothing
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1107
Evaluating Neuron Explanations: A Unified Framework with Sanity Checks
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
DiMa: Understanding the Hardness of Online Matching Problems via Diffusion Models
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1102
Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2300
Functional Alignment Can Mislead: Examining Model Stitching
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
Understanding the Kronecker Matrix-Vector Complexity of Linear Algebra
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3100
Towards a Mechanistic Explanation of Diffusion Model Generalization
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
Nonlinear transformers can perform inference-time feature learning
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Slides]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1409
Learning Survival Distributions with the Asymmetric Laplace Distribution
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2903
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
From Mechanistic Interpretability to Mechanistic Biology: Training, Evaluating, and Interpreting Sparse Autoencoders on Protein Language Models
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2302
Taming Knowledge Conflicts in Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3106
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3112
Hyper-Transforming Latent Diffusion Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1307
A Mixture-Based Framework for Guiding Diffusion Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2400
Reliable and Efficient Amortized Model-based Evaluation
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2609
REG: Rectified Gradient Guidance for Conditional Diffusion Models
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2405
Reward-Guided Prompt Evolving in Reinforcement Learning for LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2007
Info-Coevolution: An Efficient Framework for Data Model Coevolution
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1902
Almost Optimal Fully Dynamic $k$-Center Clustering with Recourse
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-600
Position: Human Baselines in Model Evaluations Need Rigor and Transparency (With Recommendations & Reporting Checklist)
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1000
FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1300
Differential Privacy Guarantees of Markov Chain Monte Carlo Algorithms
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1605
Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1702
The Complexity of Learning Sparse Superposed Features with Feedback
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
Constrained Online Convex Optimization with Polyak Feasibility Steps
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
Sidechain conditioning and modeling for full-atom protein sequence design with FAMPNN
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
MuLan: Adapting Multilingual Diffusion Models for Hundreds of Languages with Negligible Cost
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2404
Unbiased Evaluation of Large Language Models from a Causal Perspective
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2403
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
Emotional Face-to-Speech
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1809
Pfeife: Automatic Pipeline Parallelism for PyTorch
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
Faster Global Minimum Cut with Predictions
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3300
PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2402
ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2106
LSCD: Lomb--Scargle Conditioned Diffusion for Time series Imputation
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
Dimensionality Reduction on Complex Vector Spaces for Euclidean Distance with Dynamic Weights
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
Improving the Continuity of Goal-Achievement Ability via Policy Self-Regularization for Goal-Conditioned Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
ReFrame: Layer Caching for Accelerated Inference in Real-Time Rendering
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-904
Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1703
Contrastive Learning with Simplicial Convolutional Networks for Short-Text Classification
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1501
Whoever Started the interference Should End It: Guiding Data-Free Model Merging via Task Vectors
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
3D Question Answering via only 2D Vision-Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3302
CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1802
COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2503
XAttention: Block Sparse Attention with Antidiagonal Scoring
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Generalization Analysis for Controllable Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Accelerating Quantum Reinforcement Learning with a Quantum Natural Policy Gradient Based Approach
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2507
Hyperband-based Bayesian Optimization for Black-box Prompt Selection
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2906
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
Agent Workflow Memory
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
LLM-Augmented Chemical Synthesis and Design Decision Programs
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
$\mathcal{V}ista\mathcal{DPO}$: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1908
Local Identifying Causal Relations in the Presence of Latent Variables
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1009
Auditing $f$-differential privacy in one run
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2201
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3002
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
Gradient-based Explanations for Deep Learning Survival Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
Meta-Reinforcement Learning with Adaptation from Human Feedback via Preference-Order-Preserving Task Embedding
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2512
Improving Rationality in the Reasoning Process of Language Models through Self-playing Game
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2109
Quantifying Memory Utilization with Effective State-Size
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2003
One-Shot Heterogeneous Federated Learning with Local Model-Guided Diffusion Models
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
Componential Prompt-Knowledge Alignment for Domain Incremental Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2207
REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble
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Slides]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
Sharp Optimality of Simple, Plug-in Estimation of the Fisher Information of a Smoothed Density
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2100
Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations
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Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2611
MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2610
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
DriveGPT: Scaling Autoregressive Behavior Models for Driving
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
Differential Privacy Under Class Imbalance: Methods and Empirical Insights
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2607
Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1909
Distributionally Robust Policy Learning under Concept Drifts
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1302
Return of the Latent Space COWBOYS: Re-thinking the use of VAEs for Bayesian Optimisation of Structured Spaces
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3209
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1007
Privacy-Preserving Federated Convex Optimization: Balancing Partial-Participation and Efficiency via Noise Cancellation
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1704
The Generalized Skew Spectrum of Graphs
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
BSO: Binary Spiking Online Optimization Algorithm
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
Sub-Sequential Physics-Informed Learning with State Space Model
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2605
Towards Lifelong Model Editing via Simulating Ideal Editor
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2604
AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence
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Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1910
Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2200
Contradiction Retrieval via Contrastive Learning with Sparsity
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
Consensus Based Stochastic Optimal Control
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1904
Fast Incomplete Multi-view Clustering by Flexible Anchor Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3110
TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3411
Open-Det: An Efficient Learning Framework for Open-Ended Detection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
Towards Understanding Catastrophic Forgetting in Two-layer Convolutional Neural Networks
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
SUICA: Learning Super-high Dimensional Sparse Implicit Neural Representations for Spatial Transcriptomics
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2108
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
RobustLight: Improving Robustness via Diffusion Reinforcement Learning for Traffic Signal Control
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-705
BiMark: Unbiased Multilayer Watermarking for Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2602
Parrot: Multilingual Visual Instruction Tuning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
CursorCore: Assist Programming through Aligning Anything
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2001
Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1705
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2700
Discriminative Policy Optimization for Token-Level Reward Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
The Sparse-Plus-Low-Rank Quasi-Newton Method for Entropic-Regularized Optimal Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2702
Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2804
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
Provable Benefit of Random Permutations over Uniform Sampling in Stochastic Coordinate Descent
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1005
Lightweight Protocols for Distributed Private Quantile Estimation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
Grokking at the Edge of Linear Separability
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2508
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
Policy-Regret Minimization in Markov Games with Function Approximation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2103
Constrained Belief Updates Explain Geometric Structures in Transformer Representations
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
Matrix Completion with Incomplete Side Information via Orthogonal Complement Projection
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
Attributes Shape the Embedding Space of Face Recognition Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2803
Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
Subobject-level Image Tokenization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
AGAV-Rater: Adapting Large Multimodal Model for AI-Generated Audio-Visual Quality Assessment
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1406
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2006
Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2909
Large Language-Geometry Model: When LLM meets Equivariance
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2408
Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
CFP-Gen: Combinatorial Functional Protein Generation via Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: The Most Expensive Part of an LLM *should* be its Training Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1509
Concentration Distribution Learning from Label Distributions
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-603
Position: AI Should Not Be An Imitation Game: Centaur Evaluations
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
Improved Expressivity of Hypergraph Neural Networks through High-Dimensional Generalized Weisfeiler-Leman Algorithms
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: Rethinking Explainable Machine Learning as Applied Statistics
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2812
Persistent Topological Features in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2701
Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1203
Prediction-Powered E-Values
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1402
Weakly-Supervised Contrastive Learning for Imprecise Class Labels
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3009
Vision Graph Prompting via Semantic Low-Rank Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-505
Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2210
Long-Short Alignment for Effective Long-Context Modeling in LLMs
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-700
Position: We Need Responsible, Application-Driven (RAD) AI Research
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3204
$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2801
Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2307
An Analysis for Reasoning Bias of Language Models with Small Initialization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3307
SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1103
Clone-Robust AI Alignment
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1609
VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2000
Compelling ReLU Networks to Exhibit Exponentially Many Linear Regions at Initialization and During Training
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models
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Slides]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2311
Improving Your Model Ranking on Chatbot Arena by Vote Rigging
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1600
Efficient LiDAR Reflectance Compression via Scanning Serialization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2800
EduLLM: Leveraging Large Language Models and Framelet-Based Signed Hypergraph Neural Networks for Student Performance Prediction
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Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1706
Near Optimal Best Arm Identification for Clustered Bandits
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2900
Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-703
Omni-Angle Assault: An Invisible and Powerful Physical Adversarial Attack on Face Recognition
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
SlimLLM: Accurate Structured Pruning for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Event-Customized Image Generation
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2411
The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
Stochastic Smoothed Primal-Dual Algorithms for Nonconvex Optimization with Linear Inequality Constraints
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-905
Going Deeper into Locally Differentially Private Graph Neural Networks
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
Maximum Total Correlation Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1801
From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3006
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Nesterov Method for Asynchronous Pipeline Parallel Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3201
RZ-NAS: Enhancing LLM-guided Neural Architecture Search via Reflective Zero-Cost Strategy
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2304
Iterative Vectors: In-Context Gradient Steering without Backpropagation
[
OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1108
Near-Optimal Decision Trees in a SPLIT Second
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Learning Configurations for Data-Driven Multi-Objective Optimization
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
DIME: Diffusion-Based Maximum Entropy Reinforcement Learning
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
Steerable Transformers for Volumetric Data
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-802
Safety Reasoning with Guidelines
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3211
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1109
X-Hacking: The Threat of Misguided AutoML
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2212
On the Out-of-Distribution Generalization of Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2012
A Online Statistical Framework for Out-of-Distribution Detection
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1104
Understanding Fixed Predictions via Confined Regions
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2203
Learning Input Encodings for Kernel-Optimal Implicit Neural Representations
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3208
Rethinking the Bias of Foundation Model under Long-tailed Distribution
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1607
Maximum Update Parametrization and Zero-Shot Hyperparameter Transfer for Fourier Neural Operators
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
Instruct2See: Learning to Remove Any Obstructions Across Distributions
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2410
Retrieval Augmented Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1001
Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-815
Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
Deep Electromagnetic Structure Design Under Limited Evaluation Budgets
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-701
Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1608
Set Valued Predictions For Robust Domain Generalization
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2112
Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1703
ENSUR: Equitable and Statistically Unbiased Recommendation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1803
Random Feature Representation Boosting
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-904
Gradient Inversion of Multimodal Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
GoIRL: Graph-Oriented Inverse Reinforcement Learning for Multimodal Trajectory Prediction
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1603
Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
Learning With Multi-Group Guarantees For Clusterable Subpopulations
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1700
Human Cognition-Inspired Hierarchical Fuzzy Learning Machine
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
A Generalization Result for Convergence in Learning-to-Optimize
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1203
Representative Ranking for Deliberation in the Public Sphere
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1005
XAttnMark: Learning Robust Audio Watermarking with Cross-Attention
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2801
Rethinking Chain-of-Thought from the Perspective of Self-Training
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
Aligning Spoken Dialogue Models from User Interactions
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
De-coupled NeuroGF for Shortest Path Distance Approximations on Large Terrain Graphs
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1704
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3205
MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3405
LV-XAttn: Distributed Cross-Attention for Long Visual Inputs in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
SING: Spatial Context in Large Language Model for Next-Gen Wearables
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-905
Faster Rates for Private Adversarial Bandits
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1307
Scaling Probabilistic Circuits via Monarch Matrices
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3502
Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: Deep Learning is Not So Mysterious or Different
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-606
Position: Truly Self-Improving Agents Require Intrinsic Metacognitive Learning
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3512
STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
EgoPrivacy: What Your First-Person Camera Says About You?
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2904
An Efficient Pruner for Large Language Model with Theoretical Guarantee
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3410
Token Coordinated Prompt Attention is Needed for Visual Prompting
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3200
Epsilon-VAE: Denoising as Visual Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
Minimax Optimal Regret Bound for Reinforcement Learning with Trajectory Feedback
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1104
A Versatile Influence Function for Data Attribution with Non-Decomposable Loss
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
A Classification View on Meta Learning Bandits
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
When do neural networks learn world models?
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
Unifying Specialized Visual Encoders for Video Language Models
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: The Right to AI
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-800
Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Generation from Noisy Examples
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Learning Utilities from Demonstrations in Markov Decision Processes
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
Bridging Layout and RTL: Knowledge Distillation based Timing Prediction
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
Compact Matrix Quantum Group Equivariant Neural Networks
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
Trust-Region Twisted Policy Improvement
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-804
Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2407
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3209
Improving Flow Matching by Aligning Flow Divergence
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Finite-Time Convergence Rates in Stochastic Stackelberg Games with Smooth Algorithmic Agents
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3403
Nonparametric Modern Hopfield Models
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3210
Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
OmniAudio: Generating Spatial Audio from 360-Degree Video
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
Distributed Event-Based Learning via ADMM
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
Latent Imputation before Prediction: A New Computational Paradigm for De Novo Peptide Sequencing
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
Bridging Protein Sequences and Microscopy Images with Unified Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2503
Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1709
Approximate Forest Completion and Learning-Augmented Algorithms for Metric Minimum Spanning Trees
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
High Probability Bound for Cross-Learning Contextual Bandits with Unknown Context Distributions
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1800
TeDS: Joint Learning of Diachronic and Synchronic Perspectives in Quaternion Space for Temporal Knowledge Graph Completion
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-803
Breaking the Quadratic Barrier: Robust Cardinality Sketches for Adaptive Queries
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2903
Compositional Generalization via Forced Rendering of Disentangled Latents
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1509
DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1504
E-LDA: Toward Interpretable LDA Topic Models with Strong Guarantees in Logarithmic Parallel Time
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2909
GRAM: A Generative Foundation Reward Model for Reward Generalization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1301
Variational Phylogenetic Inference with Products over Bipartitions
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
O-MAPL: Offline Multi-agent Preference Learning
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: Build Agent Advocates, Not Platform Agents
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: Humanity Faces Existential Risk from Gradual Disempowerment
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1300
Memorization Sinks: Isolating Memorization during LLM Training
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
Mutual Learning for SAM Adaptation: A Dual Collaborative Network Framework for Source-Free Domain Transfer
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
Flexible and Efficient Grammar-Constrained Decoding
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2810
Language Models May Verbatim Complete Text They Were Not Explicitly Trained On
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
Learning Condensed Graph via Differentiable Atom Mapping for Reaction Yield Prediction
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2910
Demonstration Selection for In-Context Learning via Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1201
Bayesian Inference for Correlated Human Experts and Classifiers
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
Learning Mixtures of Experts with EM: A Mirror Descent Perspective
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-806
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-510
The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2002
Heterogeneous Sufficient Dimension Reduction and Subspace Clustering
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-904
Learning-Augmented Algorithms for MTS with Bandit Access to Multiple Predictors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
RUN: Reversible Unfolding Network for Concealed Object Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3613
Noise-Guided Predicate Representation Extraction and Diffusion-Enhanced Discretization for Scene Graph Generation
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1707
LADA: Scalable Label-Specific CLIP Adapter for Continual Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-601
AutoAdvExBench: Benchmarking Autonomous Exploitation of Adversarial Example Defenses
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3010
Optimizing Large Language Model Training Using FP4 Quantization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Dimension-Free Adaptive Subgradient Methods with Frequent Directions
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-124
Counting atoms faster: policy-based nuclear magnetic resonance pulse sequencing for atomic abundance measurement
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2110
Transformer-Based Spatial-Temporal Counterfactual Outcomes Estimation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2012
From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-706
STAIR: Improving Safety Alignment with Introspective Reasoning
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
S2-Track: A Simple yet Strong Approach for End-to-End 3D Multi-Object Tracking
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1008
Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3009
LOGO --- Long cOntext aliGnment via efficient preference Optimization
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Slides]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3109
MITIGATING OVER-EXPLORATION IN LATENT SPACE OPTIMIZATION USING LES
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3306
Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3307
GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
Compositional Flows for 3D Molecule and Synthesis Pathway Co-design
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2009
Hierarchical Overlapping Clustering on Graphs: Cost Function, Algorithm and Scalability
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3107
Hierarchical Graph Tokenization for Molecule-Language Alignment
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
AlphaQCM: Alpha Discovery in Finance with Distributional Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3400
Distilling the Knowledge in Data Pruning
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-704
CASE-Bench: Context-Aware SafEty Benchmark for Large Language Models
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Provable Benefits of Unsupervised Pre-training and Transfer Learning via Single-Index Models
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3003
Pruning for GNNs: Lower Complexity with Comparable Expressiveness
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
Dendritic Localized Learning: Toward Biologically Plausible Algorithm
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-602
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Algorithms and Hardness for Active Learning on Graphs
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1007
Certification for Differentially Private Prediction in Gradient-Based Training
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
Multinoulli Extension: A Lossless Yet Effective Probabilistic Framework for Subset Selection over Partition Constraints
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1809
Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
Flex3D: Feed-Forward 3D Generation with Flexible Reconstruction Model and Input View Curation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-802
Test-time Adapted Reinforcement Learning with Action Entropy Regularization
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3308
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2102
Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
Ranked from Within: Ranking Large Multimodal Models Without Labels
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3407
On the Emergence of Position Bias in Transformers
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2811
Scaling Laws for Upcycling Mixture-of-Experts Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
KEA: Keeping Exploration Alive by Proactively Coordinating Exploration Strategies
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3110
Improving the Diffusability of Autoencoders
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2905
EvoMesh: Adaptive Physical Simulation with Hierarchical Graph Evolutions
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-801
Breaking the $n^{1.5}$ Additive Error Barrier for Private and Efficient Graph Sparsification via Private Expander Decomposition
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2709
Adversarial Combinatorial Semi-bandits with Graph Feedback
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3005
TuCo: Measuring the Contribution of Fine-Tuning to Individual Responses of LLMs
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2601
Logits are All We Need to Adapt Closed Models
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion Model
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3105
Beyond Message Passing: Neural Graph Pattern Machine
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-509
Enhancing Performance of Explainable AI Models with Constrained Concept Refinement
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3203
Variational Control for Guidance in Diffusion Models
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
Beyond The Rainbow: High Performance Deep Reinforcement Learning on a Desktop PC
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3007
Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3201
Tractable Transformers for Flexible Conditional Generation
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
Meta Optimality for Demographic Parity Constrained Regression via Post-Processing
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2606
Autonomy-of-Experts Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2612
Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
Ranking with Multiple Oracles: From Weak to Strong Stochastic Transitivity
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
Learning Curves of Stochastic Gradient Descent in Kernel Regression
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Improving Generalization with Flat Hilbert Bayesian Inference
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3000
Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1401
Efficient Quantification of Multimodal Interaction at Sample Level
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Slides]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2809
Collapse or Thrive: Perils and Promises of Synthetic Data in a Self-Generating World
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1501
On Volume Minimization in Conformal Regression
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1107
Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3202
Elucidating Flow Matching ODE Dynamics via Data Geometry and Denoisers
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-903
Rethinking the Temperature for Federated Heterogeneous Distillation
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2710
Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2808
Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance Estimation
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2208
Importance Sampling for Nonlinear Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3108
ENAHPool: The Edge-Node Attention-based Hierarchical Pooling for Graph Neural Networks
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2806
Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2202
Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2708
EpiCoder: Encompassing Diversity and Complexity in Code Generation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2405
How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2805
Neutral residues: revisiting adapters for model extension
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
FedECADO: A Dynamical System Model of Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
On the Generalization Ability of Next-Token-Prediction Pretraining
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1908
Joker: Joint Optimization Framework for Lightweight Kernel Machines
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Energy-Based Flow Matching for Generating 3D Molecular Structure
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1206
Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-700
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2003
Efficient Federated Incomplete Multi-View Clustering
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2912
AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
Galileo: Learning Global & Local Features of Many Remote Sensing Modalities
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1009
Efficient Source-free Unlearning via Energy-Guided Data Synthesis and Discrimination-Aware Multitask Optimization
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
Vintix: Action Model via In-Context Reinforcement Learning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2209
Feature Importance Metrics in the Presence of Missing Data
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1901
Test-Time Adaptation with Binary Feedback
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Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2205
Discovering a Zero (Zero-Vector Class of Machine Learning)
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3012
CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
Joint Learning of Energy-based Models and their Partition Function
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2703
Enhancing Decision-Making of Large Language Models via Actor-Critic
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3411
How Transformers Learn Structured Data: Insights From Hierarchical Filtering
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-901
Improved Sample Complexity for Private Nonsmooth Nonconvex Optimization
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
Loss Functions and Operators Generated by f-Divergences
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-705
Towards Black-Box Membership Inference Attack for Diffusion Models
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Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
A-PSRO: A Unified Strategy Learning Method with Advantage Metric for Normal-form Games
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2312
Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3206
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2501
Can DBNNs Robust to Environmental Noise for Resource-constrained Scenarios?
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3102
Graph Adaptive Autoregressive Moving Average Models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1204
Trustworthy Machine Learning through Data-Specific Indistinguishability
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2504
Adversarial Robustness via Deformable Convolution with Stochasticity
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-519
Aequa: Fair Model Rewards in Collaborative Learning via Slimmable Networks
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2106
Causal Attribution Analysis for Continuous Outcomes
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2712
Optimizing Test-Time Compute via Meta Reinforcement Finetuning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
Robust Secure Swap: Responsible Face Swap With Persons of Interest Redaction and Provenance Traceability
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3103
LLM Enhancers for GNNs: An Analysis from the Perspective of Causal Mechanism Identification
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
No-Regret is not enough! Bandits with General Constraints through Adaptive Regret Minimization
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1106
Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2204
ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via $\alpha$-$\beta$-Divergence
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2711
Dialogue Without Limits: Constant-Sized KV Caches for Extended Response in LLMs
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3504
From Weight-Based to State-Based Fine-Tuning: Further Memory Reduction on LoRA with Parallel Control
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1309
Stochastic Poisson Surface Reconstruction with One Solve using Geometric Gaussian Processes
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
Phase transitions for the existence of unregularized M-estimators in single index models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2100
On the Adversarial Robustness of Multi-Kernel Clustering
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Diffusion on Language Model Encodings for Protein Sequence Generation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-609
Directly Forecasting Belief for Reinforcement Learning with Delays
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Quantum Speedup for Hypergraph Sparsification
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
Projection Optimization: A General Framework for Multi-Objective and Multi-Group RLHF
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1105
Selective Preference Aggregation
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
Gradient Flow Provably Learns Robust Classifiers for Orthonormal GMMs
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1402
Editable Concept Bottleneck Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3304
Diffusion Sampling Correction via Approximately 10 Parameters
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Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2900
Independence Tests for Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1000
Safe Delta: Consistently Preserving Safety when Fine-Tuning LLMs on Diverse Datasets
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1609
Generalization Bounds via Meta-Learned Model Representations: PAC-Bayes and Sample Compression Hypernetworks
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2401
SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1008
The Lock-in Hypothesis: Stagnation by Algorithm
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1306
AutoStep: Locally adaptive involutive MCMC
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2511
On the Importance of Gaussianizing Representations
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3305
Editable Noise Map Inversion: Encoding Target-image into Noise For High-Fidelity Image Manipulation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
On the Tension between Byzantine Robustness and No-Attack Accuracy in Distributed Learning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-600
Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
MiraGe: Editable 2D Images using Gaussian Splatting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1503
QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2007
Correlation Clustering Beyond the Pivot Algorithm
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1507
Score Matching with Missing Data
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1902
The Harder Path: Last Iterate Convergence for Uncoupled Learning in Zero-Sum Games with Bandit Feedback
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2804
InfAlign: Inference-aware language model alignment
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-605
Position: Explainable AI Cannot Advance Without Better User Studies
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3408
ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans
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Slides]
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Poster]
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OpenReview]
Oral Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-603
Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3401
Sassha: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian Approximation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2704
Joint Localization and Activation Editing for Low-Resource Fine-Tuning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
The dark side of the forces: assessing non-conservative force models for atomistic machine learning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2210
Prediction-Powered Adaptive Shrinkage Estimation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1308
Scalable Gaussian Processes with Latent Kronecker Structure
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Improving Value Estimation Critically Enhances Vanilla Policy Gradient
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: The Artificial Intelligence and Machine Learning Community Should Adopt a More Transparent and Regulated Peer Review Process
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2400
Pixel-level Certified Explanations via Randomized Smoothing
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-505
Position: Strong Consumer Protection is an Inalienable Defense for AI Safety in the United States
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
Symmetry-Robust 3D Orientation Estimation
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2105
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1804
BDC-CLIP: Brownian Distance Covariance for Adapting CLIP to Action Recognition
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1408
A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2311
Features are fate: a theory of transfer learning in high-dimensional regression
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2705
VinePPO: Refining Credit Assignment in RL Training of LLMs
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-621
Cover learning for large-scale topology representation
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
Improved Theoretically-Grounded Evolutionary Algorithms for Subset Selection with a Linear Cost Constraint
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1208
Sum-of-Parts: Self-Attributing Neural Networks with End-to-End Learning of Feature Groups
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
Exact risk curves of signSGD in High-Dimensions: quantifying preconditioning and noise-compression effects
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-604
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3612
Core Context Aware Transformers for Long Context Language Modeling
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3506
Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1903
An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
Reinforcement Learning for Quantum Control under Physical Constraints
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1807
Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2010
KernelBench: Can LLMs Write Efficient GPU Kernels?
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1808
On the Importance of Embedding Norms in Self-Supervised Learning
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Should Decision-Makers Reveal Classifiers in Online Strategic Classification?
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3301
Direct Motion Models for Assessing Generated Videos
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1702
Multivariate Conformal Selection
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias?
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-814
Theoretical Limitations of Ensembles in the Age of Overparameterization
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Reinforcement Learning with Random Time Horizons
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3404
EPIC: Efficient Position-Independent Caching for Serving Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2307
Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
Otter: Generating Tests from Issues to Validate SWE Patches
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Slides]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-516
Hybrid Quantum-Classical Multi-Agent Pathfinding
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1909
An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3500
Learning the RoPEs: Better 2D and 3D Position Encodings with STRING
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
GenMol: A Drug Discovery Generalist with Discrete Diffusion
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2301
LAuReL: Learned Augmented Residual Layer
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2706
Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1910
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1004
Accelerating Spectral Clustering under Fairness Constraints
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
The Four Color Theorem for Cell Instance Segmentation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3300
Rényi Neural Processes
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1003
Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-714
Curse of High Dimensionality Issue in Transformer for Long Context Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
Sample-Optimal Agnostic Boosting with Unlabeled Data
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
Categorical Distributional Reinforcement Learning with Kullback-Leibler Divergence: Convergence and Asymptotics
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3008
Representative Language Generation
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1205
MIB: A Mechanistic Interpretability Benchmark
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2206
Volume Optimality in Conformal Prediction with Structured Prediction Sets
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3211
MODA: MOdular Duplex Attention for Multimodal Perception, Cognition, and Emotion Understanding
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1906
Distributionally Robust Active Learning for Gaussian Process Regression
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
Closed-form Solutions: A New Perspective on Solving Differential Equations
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
Linear Bandits with Partially Observable Features
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
Cross-City Latent Space Alignment for Consistency Region Embedding
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2306
Risk and cross validation in ridge regression with correlated samples
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
Efficient Online Reinforcement Learning for Diffusion Policy
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1500
Scalable Sobolev IPM for Probability Measures on a Graph
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
PF3plat: Pose-Free Feed-Forward 3D Gaussian Splatting for Novel View Synthesis
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2108
Causal Abstraction Inference under Lossy Representations
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1508
Optimizing Temperature for Language Models with Multi-Sample Inference
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-506
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-900
Differentially Private Space-Efficient Algorithms for Counting Distinct Elements in the Turnstile Model
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2109
Discovering Latent Causal Graphs from Spatiotemporal Data
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1407
Training Flexible Models of Genetic Variant Effects from Functional Annotations using Accelerated Linear Algebra
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1005
Predicting mutational effects on protein binding from folding energy
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1103
Automatically Interpreting Millions of Features in Large Language Models
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2702
Deliberation in Latent Space via Differentiable Cache Augmentation
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1708
Shifting Time: Time-series Forecasting with Khatri-Rao Neural Operators
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
Machine Learning meets Algebraic Combinatorics: A Suite of Datasets Capturing Research-level Conjecturing Ability in Pure Mathematics
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3503
Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation and parameter identification
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1805
Deterministic Sparse Fourier Transform for Continuous Signals with Frequency Gap
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2302
Solving Probabilistic Verification Problems of Neural Networks using Branch and Bound
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
DynaMind: Reasoning over Abstract Video Dynamics for Embodied Decision-Making
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3501
Unpaired Point Cloud Completion via Unbalanced Optimal Transport
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
Not All Tokens Matter All The Time: Dynamic Token Aggregation Towards Efficient Detection Transformers
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2602
Training Software Engineering Agents and Verifiers with SWE-Gym
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3312
Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2203
SAN: Hypothesizing Long-Term Synaptic Development and Neural Engram Mechanism in Scalable Model's Parameter-Efficient Fine-Tuning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Hypothesis Testing for Generalized Thurstone Models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2406
Self-Organizing Visual Prototypes for Non-Parametric Representation Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3004
SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Adaptive Partitioning Schemes for Optimistic Optimization
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
A General Representation-Based Approach to Multi-Source Domain Adaptation
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1007
Local Pan-privacy for Federated Analytics
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2707
Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Policy Gradient with Tree Expansion
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
SSHR: More Secure Generative Steganography with High-Quality Revealed Secret Images
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2803
MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
Eliciting Language Model Behaviors with Investigator Agents
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2008
Multi-View Graph Clustering via Node-Guided Contrastive Encoding
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
A Bregman Proximal Viewpoint on Neural Operators
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Can We Predict Performance of Large Models across Vision-Language Tasks?
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
Dynamical phases of short-term memory mechanisms in RNNs
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2605
Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3104
RelGNN: Composite Message Passing for Relational Deep Learning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3212
Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2607
Scaling Laws for Floating–Point Quantization Training
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2611
NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
A Multi-Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision-Making
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
Neural Discovery in Mathematics: Do Machines Dream of Colored Planes?
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2608
QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Fluctuations of the largest eigenvalues of transformed spiked Wigner matrices
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3412
SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3310
Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2609
Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1900
Mixed-curvature decision trees and random forests
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2807
An Interpretable N-gram Perplexity Threat Model for Large Language Model Jailbreaks
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2309
Gradient Descent Converges Arbitrarily Fast for Logistic Regression via Large and Adaptive Stepsizes
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
Consensus Is All You Get: The Role of Attention in Transformers
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2404
Collapse-Proof Non-Contrastive Self-Supervised Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1101
Mixture of Experts Made Intrinsically Interpretable
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1006
Optimizing Noise Distributions for Differential Privacy
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1305
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2403
CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2303
How to Train Your Multi-Exit Model? Analyzing the Impact of Training Strategies
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1605
Predicting the Susceptibility of Examples to Catastrophic Forgetting
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-902
Differentially Private Boxplots
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2502
Putnam-AXIOM: A Functional & Static Benchmark for Measuring Higher Level Mathematical Reasoning in LLMs
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
Task-Aware Virtual Training: Enhancing Generalization in Meta-Reinforcement Learning for Out-of-Distribution Tasks
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2507
Understanding the Limits of Deep Tabular Methods with Temporal Shift
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2506
Interpreting CLIP with Hierarchical Sparse Autoencoders
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Logarithmic Regret for Online KL-Regularized Reinforcement Learning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-702
ELITE: Enhanced Language-Image Toxicity Evaluation for Safety
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2604
MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2107
Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Rapid Overfitting of Multi-Pass SGD in Stochastic Convex Optimization
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1802
Learning Single Index Models with Diffusion Priors
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3303
DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3204
Diffusion Counterfactual Generation with Semantic Abduction
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Origin Identification for Text-Guided Image-to-Image Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2308
Softmax is not Enough (for Sharp Size Generalisation)
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2005
Online Sparsification of Bipartite-Like Clusters in Graphs
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3208
Hessian Geometry of Latent Space in Generative Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2001
Global-Local Dirichlet Processes for Clustering Grouped Data in the Presence of Group-Specific Idiosyncratic Variables
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
Learning Imperfect Information Extensive-form Games with Last-iterate Convergence under Bandit Feedback
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
DEALing with Image Reconstruction: Deep Attentive Least Squares
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3011
Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2101
Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
System-Aware Unlearning Algorithms: Use Lesser, Forget Faster
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-703
Improving Out-of-Distribution Detection with Markov Logic Networks
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
Feedforward Few-shot Species Range Estimation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3002
ResearchTown: Simulator of Human Research Community
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2512
Looking Beyond the Top-1: Transformers Determine Top Tokens in Order
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1811
A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
SPD: Sync-Point Drop for Efficient Tensor Parallelism of Large Language Models
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1602
Generalized Random Forests Using Fixed-Point Trees
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
Actor-Critics Can Achieve Optimal Sample Efficiency
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
Rank-One Modified Value Iteration
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
Behavioral Exploration: Learning to Explore via In-Context Adaptation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1812
Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2701
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3111
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1102
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Graph-Based Algorithms for Diverse Similarity Search
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2911
Predictive Data Selection: The Data That Predicts Is the Data That Teaches
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
Improved Off-policy Reinforcement Learning in Biological Sequence Design
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-805
Scaling Trends in Language Model Robustness
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2412
SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
Unbiased Recommender Learning from Implicit Feedback via Weakly Supervised Learning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3505
Leveraging Per-Instance Privacy for Machine Unlearning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
MindCustomer: Multi-Context Image Generation Blended with Brain Signal
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-506
Position: Stop treating `AGI' as the north-star goal of AI research
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2510
Objective drives the consistency of representational similarity across datasets
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2700
An Architecture Search Framework for Inference-Time Techniques
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2000
Modified K-means Algorithm with Local Optimality Guarantees
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2901
GSM-$\infty$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length?
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Nearly Optimal Sample Complexity for Learning with Label Proportions
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1006
SpikF: Spiking Fourier Network for Efficient Long-term Prediction
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3409
Customizing the Inductive Biases of Softmax Attention using Structured Matrices
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2505
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1304
Beyond Self-Repellent Kernels: History-Driven Target Towards Efficient Nonlinear MCMC on General Graphs
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2500
Enhancing Certified Robustness via Block Reflector Orthogonal Layers and Logit Annealing Loss
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3302
Highly Compressed Tokenizer Can Generate Without Training
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1209
Validating Mechanistic Interpretations: An Axiomatic Approach
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2610
Demystifying Singular Defects in Large Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3112
ToMA: Token Merge with Attention for Diffusion Models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2004
Dynamic Similarity Graph Construction with Kernel Density Estimation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1406
FedBEns: One-Shot Federated Learning based on Bayesian Ensemble
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
Flexibility-conditioned protein structure design with flow matching
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1404
Decision-aware Training of Spatiotemporal Forecasting Models to Select a Top-K Subset of Sites for Intervention
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1911
Robust ML Auditing using Prior Knowledge
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
Beyond CVaR: Leveraging Static Spectral Risk Measures for Enhanced Decision-Making in Distributional Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2411
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
DCBM: Data-Efficient Visual Concept Bottleneck Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1806
ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2103
Generative Intervention Models for Causal Perturbation Modeling
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1100
Leveraging Sparsity for Sample-Efficient Preference Learning: A Theoretical Perspective
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-416
Flow Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2603
Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2902
The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1706
Pareto-Optimal Fronts for Benchmarking Symbolic Regression Algorithms
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3106
Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1601
Robust Automatic Modulation Classification with Fuzzy Regularization
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
Computing Voting Rules with Improvement Feedback
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2408
SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3100
Adapting Precomputed Features for Efficient Graph Condensation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2600
Metadata Conditioning Accelerates Language Model Pre-training
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2305
Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergence
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2800
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
In-Context Adaptation to Concept Drift for Learned Database Operations
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2402
Explaining the role of Intrinsic Dimensionality in Adversarial Training
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3101
HyperNear: Unnoticeable Node Injection Attacks on Hypergraph Neural Networks
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
Online Learning in Risk Sensitive constrained MDP
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2509
TabFlex: Scaling Tabular Learning to Millions with Linear Attention
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1904
One-Pass Feature Evolvable Learning with Theoretical Guarantees
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1403
Density Ratio Estimation with Conditional Probability Paths
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1701
Trusted Multi-View Classification with Expert Knowledge Constraints
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3510
How to Synthesize Text Data without Model Collapse?
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3006
Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2111
Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2304
Positional Attention: Expressivity and Learnability of Algorithmic Computation
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1303
Causal Discovery from Conditionally Stationary Time Series
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1302
Continuously Updating Digital Twins using Large Language Models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3509
Stay Hungry, Keep Learning: Sustainable Plasticity for Deep Reinforcement Learning
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1405
Fully Heteroscedastic Count Regression with Deep Double Poisson Networks
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
Better to Teach than to Give: Domain Generalized Semantic Segmentation via Agent Queries with Diffusion Model Guidance
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2802
Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1202
How to Evaluate and Mitigate IP Infringement in Visual Generative AI?
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1506
A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2212
Falsification of Unconfoundedness by Testing Independence of Causal Mechanisms
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Rethinking Score Distilling Sampling for 3D Editing and Generation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Exponential Family Variational Flow Matching for Tabular Data Generation
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3511
Explicit Discovery of Nonlinear Symmetries from Dynamic Data
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
Zebra: In-Context Generative Pretraining for Solving Parametric PDEs
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-818
Best of Both Worlds: Regret Minimization versus Minimax Play
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1604
Model Immunization from a Condition Number Perspective
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3309
Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
DragSolver: A Multi-Scale Transformer for Real-World Automotive Drag Coefficient Estimation
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
Sleeping Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1502
BOOD: Boundary-based Out-Of-Distribution Data Generation
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2310
Global Convergence and Rich Feature Learning in $L$-Layer Infinite-Width Neural Networks under $\mu$ Parametrization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3406
MoH: Multi-Head Attention as Mixture-of-Head Attention
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1600
Stabilizing Sample Similarity in Representation via Mitigating Random Consistency
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2006
An Effective and Secure Federated Multi-View Clustering Method with Information-Theoretic Perspective
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1705
Tensorized Multi-View Multi-Label Classification via Laplace Tensor Rank
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1200
Language Models over Canonical Byte-Pair Encodings
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
Identifying Neural Dynamics Using Interventional State Space Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3402
Understanding the Logic of Direct Preference Alignment through Logic
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1810
Banyan: Improved Representation Learning with Explicit Structure
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1907
Learning with Exact Invariances in Polynomial Time
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1409
Learning Likelihood-Free Reference Priors
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Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2508
Test-Time Learning for Large Language Models
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Slides]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
Human-Aligned Image Models Improve Visual Decoding from the Brain
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1109
Causal Logistic Bandits with Counterfactual Fairness Constraints
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
General agents need world models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1801
TINED: GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
Near Optimal Non-asymptotic Sample Complexity of 1-Identification
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2409
UnHiPPO: Uncertainty-aware Initialization for State Space Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3507
BAnG: Bidirectional Anchored Generation for Conditional RNA Design
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-906
On the Private Estimation of Smooth Transport Maps
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-718
Equivariant Neural Tangent Kernels
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3001
Bootstrapping Self-Improvement of Language Model Programs for Zero-Shot Schema Matching
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1912
WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
Craftium: Bridging Flexibility and Efficiency for Rich 3D Single- and Multi-Agent Environments
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2201
Improving Soft Unification with Knowledge Graph Embedding Methods
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1108
Discovering Spoofing Attempts on Language Model Watermarks
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2200
Inductive Gradient Adjustment for Spectral Bias in Implicit Neural Representations
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1400
Towards Robustness and Explainability of Automatic Algorithm Selection
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2211
Learning Representations of Instruments for Partial Identification of Treatment Effects
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2300
Rethinking Time Encoding via Learnable Transformation Functions
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
Simple Randomized Rounding for Max-Min Eigenvalue Augmentation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2906
OmniBal: Towards Fast Instruction-Tuning for Vision-Language Models via Omniverse Computation Balance
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2907
Cost-efficient Collaboration between On-device and Cloud Language Models
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
All-Purpose Mean Estimation over R: Optimal Sub-Gaussianity with Outlier Robustness and Low Moments Performance
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3311
MUDDFormer: Breaking Residual Bottlenecks in Transformers via Multiway Dynamic Dense Connections
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
A Two-Stage Learning-to-Defer Approach for Multi-Task Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
Meta-Black-Box-Optimization through Offline Q-function Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1207
Are Sparse Autoencoders Useful? A Case Study in Sparse Probing
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1505
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2207
NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
The Limits of Predicting Agents from Behaviour
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1905
Bayesian Weight Enhancement with Steady-State Adaptation for Test-time Adaptation in Dynamic Environments
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2908
DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1606
NegMerge: Sign-Consensual Weight Merging for Machine Unlearning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1002
Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3207
Learning Robust Neural Processes with Risk-Averse Stochastic Optimization
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2812
CLOVER: Cross-Layer Orthogonal Vectors Pruning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
Pre-training Auto-regressive Robotic Models with 4D Representations
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
Adaptive Flow Matching for Resolving Small-Scale Physics
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
Improving Compositional Generation with Diffusion Models Using Lift Scores
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2011
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
Learning Mean Field Control on Sparse Graphs
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2104
FairPFN: A Tabular Foundation Model for Causal Fairness
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2004
Simplicity Bias and Optimization Threshold in Two-Layer ReLU Networks
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1504
TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3311
Larger or Smaller Reward Margins to Select Preferences for LLM Alignment?
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2408
Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
Offline-to-Online Reinforcement Learning with Classifier-Free Diffusion Generation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
FOUNDER: Grounding Foundation Models in World Models for Open-Ended Embodied Decision Making
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-504
Suitability Filter: A Statistical Framework for Classifier Evaluation in Real-World Deployment Settings
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
Sort Before You Prune: Improved Worst-Case Guarantees of the DiskANN Family of Graphs
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3200
Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-516
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Ad Hoc Teamwork via Offline Goal-Based Decision Transformers
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2405
Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models
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Slides]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-801
Noisy SIGNSGD Is More Differentially Private Than You (Might) Think
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-904
LoRA Training Provably Converges to a Low-Rank Global Minimum Or It Fails Loudly (But it Probably Won't Fail)
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2210
Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
Measuring Representational Shifts in Continual Learning: A Linear Transformation Perspective
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
Extreme Value Policy Optimization for Safe Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
Confounder-Free Continual Learning via Recursive Feature Normalization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1303
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1006
Towards flexible perception with visual memory
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2307
MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2807
PROXSPARSE: REGULARIZED LEARNING OF SEMI-STRUCTURED SPARSITY MASKS FOR PRETRAINED LLMS
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3302
GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
Layer-wise Quantization for Quantized Optimistic Dual Averaging
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2003
Implicit Bias of Gradient Descent for Non-Homogeneous Deep Networks
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3310
How Effective Can Dropout Be in Multiple Instance Learning ?
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2607
Understanding Synthetic Context Extension via Retrieval Heads
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
MARS: Unleashing the Power of Variance Reduction for Training Large Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1402
Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2501
DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced Hybrid Prompt Tuning
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2608
Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1302
Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3202
Oscillation-Reduced MXFP4 Training for Vision Transformers
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1503
KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2101
Measuring In-Context Computation Complexity via Hidden State Prediction
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
Towards Practical Defect-Focused Automated Code Review
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1001
Deep Bayesian Filter for Bayes-Faithful Data Assimilation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Concurrent Reinforcement Learning with Aggregated States via Randomized Least Squares Value Iteration
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2503
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3203
Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1403
Gradient Aligned Regression via Pairwise Losses
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1609
FEAT-KD: Learning Concise Representations for Single and Multi-Target Regression via TabNet Knowledge Distillation
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
ConText: Driving In-context Learning for Text Removal and Segmentation
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2502
Teaching Language Models to Critique via Reinforcement Learning
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1409
CABS: Conflict-Aware and Balanced Sparsification for Enhancing Model Merging
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1904
Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Models of Heavy-Tailed Mechanistic Universality
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Slides]
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1909
Supercharging Graph Transformers with Advective Diffusion
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-804
Fast Exact Unlearning for In-Context Learning Data for LLMs
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
Conservative Offline Goal-Conditioned Implicit V-Learning
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1000
Understanding the difficulties of posterior predictive estimation
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1204
Large Continual Instruction Assistant
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
A New Concentration Inequality for Sampling Without Replacement and Its Application for Transductive Learning
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2707
MoRAgent: Parameter Efficient Agent Tuning with Mixture-of-Roles
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1108
Optimal Sensor Scheduling and Selection for Continuous-Discrete Kalman Filtering with Auxiliary Dynamics
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Slides]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-906
The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them)
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
Multimodal Medical Code Tokenizer
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Slides]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1007
InfoCons: Identifying Interpretable Critical Concepts in Point Clouds via Information Theory
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
Point Cloud Dataset Distillation
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
M³HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1907
Parametric Scaling Law of Tuning Bias in Conformal Prediction
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2403
Compositional Causal Reasoning Evaluation in Language Models
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1201
Unsupervised Learning for Class Distribution Mismatch
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
Continual Generalized Category Discovery: Learning and Forgetting from a Bayesian Perspective
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1601
Nested Expectations with Kernel Quadrature
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2402
Demystifying Long Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2410
GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
Convergence Analysis of Policy Gradient Methods with Dynamic Stochasticity
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-718
Optimizing Language Models for Inference Time Objectives using Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
UP-VLA: A Unified Understanding and Prediction Model for Embodied Agent
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-800
The Value of Prediction in Identifying the Worst-Off
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2610
EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-506
Circumventing Backdoor Space via Weight Symmetry
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
Learning Safe Control via On-the-Fly Bandit Exploration
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3112
M+: Extending MemoryLLM with Scalable Long-Term Memory
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
Reward-free World Models for Online Imitation Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
Transfer Learning for Nonparametric Contextual Dynamic Pricing
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2108
Adversarial Inputs for Linear Algebra Backends
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1406
Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
TSP: A Two-Sided Smoothed Primal-Dual Method for Nonconvex Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
Global Optimization with a Power-Transformed Objective and Gaussian Smoothing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3107
Effective and Efficient Masked Image Generation Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2409
AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
Don't Restart, Just Reuse: Reoptimizing MILPs with Dynamic Parameters
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-506
CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
Learning Efficient Robotic Garment Manipulation with Standardization
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-702
Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2400
SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
Generative Social Choice: The Next Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1304
Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2308
GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3307
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2904
Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1900
Variational Counterfactual Intervention Planning to Achieve Target Outcomes
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2207
unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1812
PROTOCOL: Partial Optimal Transport-enhanced Contrastive Learning for Imbalanced Multi-view Clustering
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2700
Automated Hypothesis Validation with Agentic Sequential Falsifications
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1200
Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
Ensemble Learned Bloom Filters: Two Oracles are Better than One
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2809
Let LLM Tell What to Prune and How Much to Prune
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3206
RePaViT: Scalable Vision Transformer Acceleration via Structural Reparameterization on Feedforward Network Layers
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1605
Improved and Oracle-Efficient Online $\ell_1$-Multicalibration
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2104
ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-802
SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
No Free Lunch from Random Feature Ensembles: Scaling Laws and Near-Optimality Conditions
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-603
Improving Out-of-Distribution Detection via Dynamic Covariance Calibration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2105
Clustering Properties of Self-Supervised Learning
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2611
Controlling Large Language Model with Latent Action
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1706
High-Dimensional Tensor Regression With Oracle Properties
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1102
Learning Gaussian DAG Models without Condition Number Bounds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3102
Distillation of Discrete Diffusion through Dimensional Correlations
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1404
Learnware Specification via Dual Alignment
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1209
Random Policy Evaluation Uncovers Policies of Generative Flow Networks
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2601
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1809
TANGO: Clustering with Typicality-Aware Nonlocal Mode-Seeking and Graph-Cut Optimization
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
Behavior-agnostic Task Inference for Robust Offline In-context Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2206
Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
ELoRA: Low-Rank Adaptation for Equivariant GNNs
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
AffinityFlow: Guided Flows for Antibody Affinity Maturation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
CodeSync: Synchronizing Large Language Models with Dynamic Code Evolution at Scale
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1008
NEAR: Neural Electromagnetic Array Response
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1608
TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Deep Reinforcement Learning from Hierarchical Preference Design
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2507
What Do Learning Dynamics Reveal About Generalization in LLM Mathematical Reasoning?
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-902
MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
Enhancing Visual Localization with Cross-Domain Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1604
AutoAL: Automated Active Learning with Differentiable Query Strategy Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1603
On the Dynamic Regret of Following the Regularized Leader: Optimism with History Pruning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2212
DiffAdvMAP: Flexible Diffusion-Based Framework for Generating Natural Unrestricted Adversarial Examples
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
Runtime Analysis of Evolutionary NAS for Multiclass Classification
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Natural Perturbations for Black-box Training of Neural Networks by Zeroth-Order Optimization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2103
A Closer Look at Transformers for Time Series Forecasting: Understanding Why They Work and Where They Struggle
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
Unisoma: A Unified Transformer-based Solver for Multi-Solid Systems
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1505
Slimming the Fat-Tail: Morphing-Flow for Adaptive Time Series Modeling
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1810
Learning from Sample Stability for Deep Clustering
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2906
Delay-DSGN: A Dynamic Spiking Graph Neural Network with Delay Mechanisms for Evolving Graph
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1805
Federated Causal Structure Learning with Non-identical Variable Sets
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
Generalization in Federated Learning: A Conditional Mutual Information Framework
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
Flow Matching for Denoised Social Recommendation
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
An Online Adaptive Sampling Algorithm for Stochastic Difference-of-convex Optimization with Time-varying Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
History-Guided Video Diffusion
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
P(all-atom) Is Unlocking New Path For Protein Design
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2701
What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
Robust Autonomy Emerges from Self-Play
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-818
GradPS: Resolving Futile Neurons in Parameter Sharing Network for Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Reinforcement Learning with Segment Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-814
LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2804
GPEN: Global Position Encoding Network for Enhanced Subgraph Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
EvoControl: Multi-Frequency Bi-Level Control for High-Frequency Continuous Control
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2908
Covered Forest: Fine-grained generalization analysis of graph neural networks
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
H-Tuning: Toward Low-Cost and Efficient ECG-based Cardiovascular Disease Detection with Pre-Trained Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Decomposition of Graphic Design with Unified Multimodal Model
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-903
A New Approach to Backtracking Counterfactual Explanations: A Unified Causal Framework for Efficient Model Interpretability
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
C2IQL: Constraint-Conditioned Implicit Q-learning for Safe Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2505
Interpreting the Repeated Token Phenomenon in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
Convergence of Policy Mirror Descent Beyond Compatible Function Approximation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1004
B-score: Detecting biases in large language models using response history
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1507
DTZO: Distributed Trilevel Zeroth Order Learning with Provable Non-Asymptotic Convergence
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2203
The Berkeley Function Calling Leaderboard (BFCL): From Tool Use to Agentic Evaluation of Large Language Models
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1906
Autoencoder-Based Hybrid Replay for Class-Incremental Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Maximum Coverage in Turnstile Streams with Applications to Fingerprinting Measures
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1309
Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1400
Improving Multi-Class Calibration through Normalization-Aware Isotonic Techniques
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2309
Memory Layers at Scale
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1405
Scalable Model Merging with Progressive Layer-wise Distillation
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2007
Understanding Sharpness Dynamics in NN Training with a Minimalist Example: The Effects of Dataset Difficulty, Depth, Stochasticity, and More
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2612
Language Models as Implicit Tree Search
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1600
OrcaLoca: An LLM Agent Framework for Software Issue Localization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2302
Earley-Driven Dynamic Pruning for Efficient Structured Decoding
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2504
Gravity-Bench-v1: A Benchmark on Gravitational Physics Discovery for Agents
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
Contour Integration Underlies Human-Like Vision
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3104
Scalable Non-Equivariant 3D Molecule Generation via Rotational Alignment
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-806
Towards Trustworthy Federated Learning with Untrusted Participants
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1107
Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
An All-Atom Generative Model for Designing Protein Complexes
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2711
SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Efficient Multi-modal Long Context Learning for Training-free Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2702
Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3006
Training Diffusion-based Generative Models with Limited Data
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
Falcon: Fast Visuomotor Policies via Partial Denoising
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-805
Adapting to Linear Separable Subsets with Large-Margin in Differentially Private Learning
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1808
Measuring Variable Importance in Heterogeneous Treatment Effects with Confidence
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
Optimization over Sparse Support-Preserving Sets: Two-Step Projection with Global Optimality Guarantees
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
Synthesizing Software Engineering Data in a Test-Driven Manner
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
A Non-isotropic Time Series Diffusion Model with Moving Average Transitions
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2602
CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
Improved Last-Iterate Convergence of Shuffling Gradient Methods for Nonsmooth Convex Optimization
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2301
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
Reducing Tool Hallucination via Reliability Alignment
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2712
RULEBREAKERS: Challenging LLMs at the Crossroads between Formal Logic and Human-like Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
Staged and Physics-Grounded Learning Framework with Hyperintensity Prior for Pre-Contrast MRI Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1500
Learning Compact Semantic Information for Incomplete Multi-View Missing Multi-Label Classification
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1003
Low-Rank Adapting Models for Sparse Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1700
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2001
TimeStacker: A Novel Framework with Multilevel Observation for Capturing Nonstationary Patterns in Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1508
Efficient Network Automatic Relevance Determination
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1707
SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1208
Learning from True-False Labels via Multi-modal Prompt Retrieving
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1607
SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2006
Sharp Generalization for Nonparametric Regression by Over-Parameterized Neural Networks: A Distribution-Free Analysis in Spherical Covariate
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2810
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-705
Variance as a Catalyst: Efficient and Transferable Semantic Erasure Adversarial Attack for Customized Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2902
Directed Graph Grammars for Sequence-based Learning
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1002
Splitting & Integrating: Out-of-Distribution Detection via Adversarial Gradient Attribution
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: You Can't Manufacture a NeRF
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1705
Minerva: A Programmable Memory Test Benchmark for Language Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
Reinforced Learning Explicit Circuit Representations for Quantum State Characterization from Local Measurements
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2411
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
Embedding Safety into RL: A New Take on Trust Region Methods
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2202
Reward Modeling with Ordinal Feedback: Wisdom of the Crowd
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
Human Body Restoration with One-Step Diffusion Model and A New Benchmark
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1104
Sampling from Binary Quadratic Distributions via Stochastic Localization
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
Neural Encoding and Decoding at Scale
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2912
Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1803
Latent Variable Causal Discovery under Selection Bias
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2903
WILTing Trees: Interpreting the Distance Between MPNN Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2109
Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-form Alignment of Adversarial Path Simplices
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2705
Diverging Preferences: When do Annotators Disagree and do Models Know?
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-700
Statistical Collusion by Collectives on Learning Platforms
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2603
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1602
An Instrumental Value for Data Production and its Application to Data Pricing
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Rejecting Hallucinated State Targets during Planning
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2510
CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1506
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3004
ZipAR: Parallel Autoregressive Image Generation through Spatial Locality
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
Improving LLM Video Understanding with 16 Frames Per Second
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2201
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3210
FG-CLIP: Fine-Grained Visual and Textual Alignment
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
Unified Breakdown Analysis for Byzantine Robust Gossip
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3205
Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
Calibrated Physics-Informed Uncertainty Quantification
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2209
ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2900
From Theory to Practice: Rethinking Green and Martin Kernels for Unleashing Graph Transformers
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1908
Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3103
Simple and Critical Iterative Denoising: A Recasting of Discrete Diffusion in Graph Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2911
Normalizing Flows are Capable Generative Models
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1802
Counterfactual Graphical Models: Constraints and Inference
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
Observation Interference in Partially Observable Assistance Games
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2509
Perception in Reflection
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2011
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-714
Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1702
AAAR-1.0: Assessing AI’s Potential to Assist Research
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1911
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2706
On Teacher Hacking in Language Model Distillation
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-601
TRUST-VLM: Thorough Red-Teaming for Uncovering Safety Threats in Vision-Language Models
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3009
Inverse Flow and Consistency Models
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2304
PENCIL: Long Thoughts with Short Memory
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
An Online Learning Approach to Prompt-based Selection of Generative Models and LLMs
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1502
Preserving AUC Fairness in Learning with Noisy Protected Groups
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Simple Policy Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3002
Introducing 3D Representation for Dense Volume-to-Volume Translation via Score Fusion
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3304
Understanding Mode Connectivity via Parameter Space Symmetry
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Competitively Consistent Clustering
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2907
PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2800
Statistical Hypothesis Testing for Auditing Robustness in Language Models
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2806
Positional Encoding meets Persistent Homology on Graphs
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-509
Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
Quantum Algorithms for Finite-horizon Markov Decision Processes
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3211
QMamba: On First Exploration of Vision Mamba for Image Quality Assessment
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
Large Displacement Motion Transfer with Unsupervised Anytime Interpolation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
Active Evaluation Acquisition for Efficient LLM Benchmarking
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
Deep Neural Cellular Potts Models
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3309
Where is the Truth? The Risk of Getting Confounded in a Continual World
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1308
Learnable Spatial-Temporal Positional Encoding for Link Prediction
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-815
PokéChamp: an Expert-level Minimax Language Agent
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2802
Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-803
FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-602
Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1606
Online Clustering of Dueling Bandits
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
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Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1910
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1901
Bayesian Active Learning for Bivariate Causal Discovery
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1203
Online Differentially Private Conformal Prediction for Uncertainty Quantification
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3204
SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1009
CoDy: Counterfactual Explainers for Dynamic Graphs
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-510
DeepLayout: Learning Neural Representations of Circuit Placement Layout
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2406
CoMemo: LVLMs Need Image Context with Image Memory
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Procurement Auctions via Approximately Optimal Submodular Optimization
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1408
Representation Surgery in Model Merging with Probabilistic Modeling
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
Understanding Nonlinear Implicit Bias via Region Counts in Input Space
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2005
Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks?
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1902
FedClean: A General Robust Label Noise Correction for Federated Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2708
Reward-Augmented Data Enhances Direct Preference Alignment of LLMs
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1501
Towards Escaping from Class Dependency Modeling for Multi-Dimensional Classification
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3109
Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
Triple-Optimistic Learning for Stochastic Contextual Bandits with General Constraints
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2112
Geometric Median (GM) Matching for Robust k-Subset Selection from Noisy Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2107
Structure-informed Risk Minimization for Robust Ensemble Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1800
Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3209
Contrastive Localized Language-Image Pre-Training
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
Hierarchical Masked Autoregressive Models with Low-Resolution Token Pivots
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2604
CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Neural Solver Selection for Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Linear $Q$-Learning Does Not Diverge in $L^2$: Convergence Rates to a Bounded Set
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1701
How Do Large Language Monkeys Get Their Power (Laws)?
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1300
Towards the Efficient Inference by Incorporating Automated Computational Phenotypes under Covariate Shift
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
Preference Optimization for Combinatorial Optimization Problems
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Learning dynamics in linear recurrent neural networks
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3008
Graph Generative Pre-trained Transformer
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2008
Tree-Sliced Wasserstein Distance with Nonlinear Projection
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-905
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
Conformal Tail Risk Control for Large Language Model Alignment
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2605
Modularized Self-Reflected Video Reasoner for Multimodal LLM with Application to Video Question Answering
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2606
Product of Experts with LLMs: Boosting Performance on ARC Is a Matter of Perspective
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-606
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2407
Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3005
MissScore: High-Order Score Estimation in the Presence of Missing Data
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2709
T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
Physics-Informed Weakly Supervised Learning For Interatomic Potentials
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2511
Resolving Lexical Bias in Model Editing
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1206
Efficient Bisection Projection to Ensure Neural-Network Solution Feasibility for Optimization over General Set
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2909
MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-706
Janus: Dual-Server Multi-Round Secure Aggregation with Verifiability for Federated Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1905
Testing Conditional Mean Independence Using Generative Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1306
WeGeFT: Weight‑Generative Fine‑Tuning for Multi‑Faceted Efficient Adaptation of Large Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
Overcoming Non-monotonicity in Transducer-based Streaming Generation
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2412
Hypo3D: Exploring Hypothetical Reasoning in 3D
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3308
Activation by Interval-wise Dropout: A Simple Way to Prevent Neural Networks from Plasticity Loss
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1100
Weight matrices compression based on PDB model in deep neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2812
The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
L-Diffusion: Laplace Diffusion for Efficient Pathology Image Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Action Dubber: Timing Audible Actions via Inflectional Flow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1709
A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Robust Sparsification via Sensitivity
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-901
Self-Consuming Generative Models with Adversarially Curated Data
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1807
Causal Abstraction Learning based on the Semantic Embedding Principle
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2200
HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2100
Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1205
On the Diversity of Adversarial Ensemble Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1804
Bivariate Causal Discovery with Proxy Variables: Integral Solving and Beyond
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-904
A Lens into Interpretable Transformer Mistakes via Semantic Dependency
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
Learning Cascade Ranking as One Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
Robust Multi-Agent Reinforcement Learning with Stochastic Adversary
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2808
STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2811
FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1811
Unified K-Means Clustering with Label-Guided Manifold Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2211
TtBA: Two-third Bridge Approach for Decision-Based Adversarial Attack
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
Distributed Parallel Gradient Stacking(DPGS): Solving Whole Slide Image Stacking Challenge in Multi-Instance Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
Rethink the Role of Deep Learning towards Large-scale Quantum Systems
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
Learning to Reuse Policies in State Evolvable Environments
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2303
Imagine While Reasoning in Space: Multimodal Visualization-of-Thought
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Decoding Rewards in Competitive Games: Inverse Game Theory with Entropy Regularization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
On the Benefits of Active Data Collection in Operator Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
LASER: Attention with Exponential Transformation
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
DipLLM: Fine-Tuning LLM for Strategic Decision-making in Diplomacy
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
When can in-context learning generalize out of task distribution?
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2600
Retraining-free Merging of Sparse MoE via Hierarchical Clustering
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2901
AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2312
GraphGPT: Generative Pre-trained Graph Eulerian Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2106
M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2305
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2512
Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1006
RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
Speeding up Policy Simulation in Supply Chain RL
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1708
Federated Node-Level Clustering Network with Cross-Subgraph Link Mending
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3101
FrameBridge: Improving Image-to-Video Generation with Bridge Models
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
DocVXQA: Context-Aware Visual Explanations for Document Question Answering
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1106
Trajectory Inference with Smooth Schrödinger Bridges
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1207
Probabilistic Group Mask Guided Discrete Optimization for Incremental Learning
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1105
Enabling Optimal Decisions in Rehearsal Learning under CARE Condition
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1101
Solving Linear-Gaussian Bayesian Inverse Problems with Decoupled Diffusion Sequential Monte Carlo
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2110
ROME is Forged in Adversity: Robust Distilled Datasets via Information Bottleneck
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1912
Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1008
SAE-V: Interpreting Multimodal Models for Enhanced Alignment
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2208
Controllable Data Generation with Hierarchical Neural Representations
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Catching Two Birds with One Stone: Reward Shaping with Dual Random Networks for Balancing Exploration and Exploitation
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1005
How Do Transformers Learn Variable Binding in Symbolic Programs?
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2710
LLMs Can Reason Faster Only If We Let Them
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
Reward Translation via Reward Machine in Semi-Alignable MDPs
[
Slides]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Improving Reward Model Generalization from Adversarial Process Enhanced Preferences
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2500
Robust Multimodal Large Language Models Against Modality Conflict
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
Improved Approximations for Hard Graph Problems using Predictions
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1704
Reflection-Bench: Evaluating Epistemic Agency in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1109
Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization
[
OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
Tight and Fast Bounds for Multi-Label Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3312
Learning Bayesian Nash Equilibrium in Auction Games via Approximate Best Response
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3306
Compositional Scene Understanding through Inverse Generative Modeling
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
An Error Analysis of Flow Matching for Deep Generative Modeling
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1903
OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Semi-Supervised Blind Quality Assessment with Confidence-quantifiable Pseudo-label Learning for Authentic Images
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
Guided Zeroth-Order Methods for Stochastic Non-convex Problems with Decision-Dependent Distributions
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2401
Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1801
Unraveling the Interplay between Carryover Effects and Reward Autocorrelations in Switchback Experiments
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
On the Role of Label Noise in the Feature Learning Process
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1202
Learning Dynamics under Environmental Constraints via Measurement-Induced Bundle Structures
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2310
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-701
Provably Cost-Sensitive Adversarial Defense via Randomized Smoothing
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1301
Socialized Coevolution: Advancing a Better World through Cross-Task Collaboration
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2111
You Always Recognize Me (YARM): Robust Texture Synthesis Against Multi-View Corruption
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2306
TruthFlow: Truthful LLM Generation via Representation Flow Correction
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
BiAssemble: Learning Collaborative Affordance for Bimanual Geometric Assembly
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2000
WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2910
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2002
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2311
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3111
Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2506
Non-Asymptotic Length Generalization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2300
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-703
Understanding Model Ensemble in Transferable Adversarial Attack
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3010
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3105
Differentiable Solver Search for Fast Diffusion Sampling
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3007
AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion Models
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3110
ExLM: Rethinking the Impact of $\texttt{[MASK]}$ Tokens in Masked Language Models
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-609
Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3012
OmiAD: One-Step Adaptive Masked Diffusion Model for Multi-class Anomaly Detection via Adversarial Distillation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3011
Gaussian Mixture Flow Matching Models
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-600
Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1305
BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3303
One-dimensional Path Convolution
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2703
Accelerating Large Language Model Reasoning via Speculative Search
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-124
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3201
Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-605
Stealix: Model Stealing via Prompt Evolution
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-900
Kandinsky Conformal Prediction: Beyond Class- and Covariate-Conditional Coverage
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-416
CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3106
On the Guidance of Flow Matching
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
Elucidating the design space of language models for image generation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2404
Policy Guided Tree Search for Enhanced LLM Reasoning
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3108
Is Noise Conditioning Necessary for Denoising Generative Models?
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1509
Balancing Model Efficiency and Performance: Adaptive Pruner for Long-tailed Data
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2805
Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2205
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1407
When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2704
GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2009
Widening the Network Mitigates the Impact of Data Heterogeneity on FedAvg
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2801
Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: Don't Use the CLT in LLM Evals With Fewer Than a Few Hundred Datapoints
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3301
TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1806
LLMScan: Causal Scan for LLM Misbehavior Detection
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2010
Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2204
La RoSA: Enhancing LLM Efficiency via Layerwise Rotated Sparse Activation
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3001
SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-505
De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1401
TLLC: Transfer Learning-based Label Completion for Crowdsourcing
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2012
Linear Mode Connectivity between Multiple Models modulo Permutation Symmetries
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3300
Stream-level Flow Matching with Gaussian Processes
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1307
Self-Bootstrapping for Versatile Test-Time Adaptation
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
Fixed-Confidence Multiple Change Point Identification under Bandit Feedback
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
Generalized Smooth Bilevel Optimization with Nonconvex Lower-Level
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1103
Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1703
Do Vision-Language Models Really Understand Visual Language?
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Optimistic Algorithms for Adaptive Estimation of the Average Treatment Effect
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-704
Scaling Laws for Differentially Private Language Models
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3305
Multiobjective distribution matching
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2803
EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
A Forget-and-Grow Strategy for Deep Reinforcement Learning Scaling in Continuous Control
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2508
Overtrained Language Models Are Harder to Fine-Tune
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2905
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-604
An End-to-End Model for Logits-Based Large Language Models Watermarking
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Slides]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3208
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
End-to-End Learning Framework for Solving Non-Markovian Optimal Control
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3100
Continuous Visual Autoregressive Generation via Score Maximization
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2102
Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
Targeted control of fast prototyping through domain-specific interface
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2609
Tuning LLM Judge Design Decisions for 1/1000 of the Cost
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OpenReview]
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3207
In-Context Denoising with One-Layer Transformers: Connections between Attention and Associative Memory Retrieval
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
Polynomial-Time Approximability of Constrained Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution
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Poster]
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OpenReview]
