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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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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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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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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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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-902
Differentially Private Boxplots
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3008
Representative Language Generation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3300
Rényi Neural Processes
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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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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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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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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1702
Multivariate Conformal Selection
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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
[
Slides]
[
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
[
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
[
Slides]
[
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
[
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
[
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
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1409
Learning Likelihood-Free Reference Priors
[
Poster]
[
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
[
Poster]
[
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
[
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
[
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
[
Slides]
[
Poster]
[
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
[
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
[
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
[
Slides]
[
Poster]
[
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
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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?
[
Slides]
[
Poster]
[
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
[
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
[
Slides]
[
Poster]
[
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
[
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
[
Poster]
[
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
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1105
Selective Preference Aggregation
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1402
Editable Concept Bottleneck Models
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1306
AutoStep: Locally adaptive involutive MCMC
[
Poster]
[
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
[
Poster]
[
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
[
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
[
Poster]
[
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
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
Poster]
[
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
[
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
[
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
[
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
[
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
[
OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2301
LAuReL: Learned Augmented Residual Layer
[
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
[
Poster]
[
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
[
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
[
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
[
Slides]
[
Poster]
[
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
[
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
[
Poster]
[
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
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
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
[
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
[
Slides]
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
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
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
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
[
Slides]
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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)
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
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
[
Slides]
[
Poster]
[
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
[
Poster]
[
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
[
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
[
Slides]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
Poster]
[
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
[
Slides]
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
Poster]
[
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
[
Slides]
[
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
[
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
[
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
[
Poster]
[
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
[
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
[
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
[
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
[
Slides]
[
Poster]
[
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
[
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
[
Slides]
[
Poster]
[
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
[
Slides]
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Slides]
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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]
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) @ 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) @ 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-2110
Transformer-Based Spatial-Temporal Counterfactual Outcomes Estimation
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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-3203
Variational Control for Guidance in Diffusion Models
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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]
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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-706
STAIR: Improving Safety Alignment with Introspective Reasoning
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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-806
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester
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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-2810
Language Models May Verbatim Complete Text They Were Not Explicitly Trained On
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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-3405
LV-XAttn: Distributed Cross-Attention for Long Visual Inputs in Multimodal 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-3205
MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners
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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-2202
Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion
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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-2809
Collapse or Thrive: Perils and Promises of Synthetic Data in a Self-Generating World
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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-3110
Improving the Diffusability of Autoencoders
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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-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
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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-2808
Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance 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-1001
Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning 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-2503
Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift
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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-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) @ East Exhibition Hall A-B #E-3306
Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation
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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-1504
E-LDA: Toward Interpretable LDA Topic Models with Strong Guarantees in Logarithmic Parallel Time
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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]
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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
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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]
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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
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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]
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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-602
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of 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-1809
Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2606
Autonomy-of-Experts 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-3210
Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design
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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
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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-3400
Distilling the Knowledge in Data Pruning
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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
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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
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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-3209
Improving Flow Matching by Aligning Flow Divergence
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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-2410
Retrieval Augmented 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) @ East Exhibition Hall A-B #E-1401
Efficient Quantification of Multimodal Interaction at Sample Level
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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-2012
From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline
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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
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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
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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
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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
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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
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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-1608
Set Valued Predictions For Robust Domain Generalization
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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
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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-2710
Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision
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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-3000
Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis
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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]
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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
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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
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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]
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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
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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
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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
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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]
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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]
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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
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2208
Importance Sampling for Nonlinear 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-2806
Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability
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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-2405
How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction
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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-2805
Neutral residues: revisiting adapters for model extension
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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) @ East Exhibition Hall A-B #E-2112
Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation
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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
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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-1803
Random Feature Representation Boosting
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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-904
Gradient Inversion of Multimodal 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-2801
Rethinking Chain-of-Thought from the Perspective of Self-Training
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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-1704
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification
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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-905
Faster Rates for Private Adversarial Bandits
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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
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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-3512
STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization
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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-2904
An Efficient Pruner for Large Language Model with Theoretical Guarantee
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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
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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-804
Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting
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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
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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-1709
Approximate Forest Completion and Learning-Augmented Algorithms for Metric Minimum Spanning Trees
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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-1800
TeDS: Joint Learning of Diachronic and Synchronic Perspectives in Quaternion Space for Temporal Knowledge Graph Completion
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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-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
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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-2909
GRAM: A Generative Foundation Reward Model for Reward Generalization
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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-1301
Variational Phylogenetic Inference with Products over Bipartitions
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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
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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
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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-1201
Bayesian Inference for Correlated Human Experts and Classifiers
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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
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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-3613
Noise-Guided Predicate Representation Extraction and Diffusion-Enhanced Discretization for Scene Graph 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-1707
LADA: Scalable Label-Specific CLIP Adapter for Continual 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-3010
Optimizing Large Language Model Training Using FP4 Quantization
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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-1008
Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal 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-3009
LOGO --- Long cOntext aliGnment via efficient preference Optimization
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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-1007
Certification for Differentially Private Prediction in Gradient-Based Training
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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
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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-3007
Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking
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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-3403
Nonparametric Modern Hopfield Models
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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-3108
ENAHPool: The Edge-Node Attention-based Hierarchical Pooling for Graph 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-701
Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
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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
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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-1005
XAttnMark: Learning Robust Audio Watermarking with Cross-Attention
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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
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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
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: The Right to AI
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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-502
Position: Build Agent Advocates, Not Platform Agents
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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
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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
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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
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OpenReview]