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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
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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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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-506
Circumventing Backdoor Space via Weight Symmetry
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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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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
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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
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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
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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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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
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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
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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
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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
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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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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
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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
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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
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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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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
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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
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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
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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?
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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
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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
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2108
Adversarial Inputs for Linear Algebra Backends
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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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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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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2511
Resolving Lexical Bias in Model Editing
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3205
Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2304
PENCIL: Long Thoughts with Short Memory
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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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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3008
Graph Generative Pre-trained Transformer
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2412
Hypo3D: Exploring Hypothetical Reasoning in 3D
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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
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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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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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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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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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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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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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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1404
Learnware Specification via Dual Alignment
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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
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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?
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1901
Bayesian Active Learning for Bivariate Causal Discovery
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1706
High-Dimensional Tensor Regression With Oracle Properties
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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
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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
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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
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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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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
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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
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3209
Contrastive Localized Language-Image Pre-Training
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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
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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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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
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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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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2706
On Teacher Hacking in Language Model Distillation
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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?
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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
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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
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3107
Effective and Efficient Masked Image Generation Models
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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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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
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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
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2902
Directed Graph Grammars for Sequence-based Learning
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1003
Low-Rank Adapting Models for Sparse Autoencoders
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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
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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
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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
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3102
Distillation of Discrete Diffusion through Dimensional Correlations
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2105
Clustering Properties of Self-Supervised Learning
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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
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2700
Automated Hypothesis Validation with Agentic Sequential Falsifications
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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
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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
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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
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1810
Learning from Sample Stability for Deep Clustering
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-606
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
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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
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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
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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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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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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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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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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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Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1201
Unsupervised Learning for Class Distribution Mismatch
[
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-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-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-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-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-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-1408
Representation Surgery in Model Merging with Probabilistic Modeling
[
Poster]
[
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
[
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) @ 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-803
FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
[
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
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Slides]
[
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]
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-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-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) @ East Exhibition Hall A-B #E-1000
Understanding the difficulties of posterior predictive estimation
[
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
[
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-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) @ 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) @ East Exhibition Hall A-B #E-1508
Efficient Network Automatic Relevance Determination
[
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-1309
Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation
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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) @ 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-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-2400
SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs
[
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]
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-2410
GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs
[
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-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-2403
Compositional Causal Reasoning Evaluation in Language Models
[
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
[
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
[
Poster]
[
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
[
Poster]
[
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]
[
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]
[
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
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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) @ 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-2407
Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer
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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
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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
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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) @ 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-1308
Learnable Spatial-Temporal Positional Encoding for Link Prediction
[
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
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Slides]
[
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) @ 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-3009
Inverse Flow and Consistency Models
[
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
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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-2309
Memory Layers at Scale
[
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
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Slides]
[
Poster]
[
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
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Poster]
[
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
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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]
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
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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
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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
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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]
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-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-1908
Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
[
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
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Slides]
[
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-2806
Positional Encoding meets Persistent Homology on Graphs
[
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
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Slides]
[
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-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-905
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
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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
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Slides]
[
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
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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
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Slides]
[
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
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Slides]
[
Poster]
[
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
[
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
[
Poster]
[
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-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) @ 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]
[
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) @ 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) @ 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-2904
Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model
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Poster]
[
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
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Slides]
[
Poster]
[
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
[
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
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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]
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]
[
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-806
Towards Trustworthy Federated Learning with Untrusted Participants
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Slides]
[
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
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Slides]
[
Poster]
[
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]
[
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
[
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-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-2210
Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures
[
Poster]
[
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) @ East Exhibition Hall A-B #E-1204
Large Continual Instruction Assistant
[
Slides]
[
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]
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-1107
Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling
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Poster]
[
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
[
Slides]
[
Poster]
[
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?
[
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
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Slides]
[
Poster]
[
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]
[
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
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Slides]
[
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
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Slides]
[
Poster]
[
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
[
Poster]
[
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
[
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-2310
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
[
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
[
Poster]
[
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
[
Poster]
[
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
[
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
[
Poster]
[
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) @ East Exhibition Hall A-B #E-2312
GraphGPT: Generative Pre-trained Graph Eulerian Transformer
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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-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-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-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-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-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-1708
Federated Node-Level Clustering Network with Cross-Subgraph Link Mending
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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-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) @ 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-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-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-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-2303
Imagine While Reasoning in Space: Multimodal Visualization-of-Thought
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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-2305
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More
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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-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) @ East Exhibition Hall A-B #E-904
A Lens into Interpretable Transformer Mistakes via Semantic Dependency
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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-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-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-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-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) @ East Exhibition Hall A-B #E-1903
OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning
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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) @ 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-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-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-1109
Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization
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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) @ East Exhibition Hall A-B #E-1106
Trajectory Inference with Smooth Schrödinger Bridges
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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
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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-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]
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) @ 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-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) @ 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-3306
Compositional Scene Understanding through Inverse Generative Modeling
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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
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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) @ 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-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-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) @ 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) @ 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-1101
Solving Linear-Gaussian Bayesian Inverse Problems with Decoupled Diffusion Sequential Monte Carlo
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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-1804
Bivariate Causal Discovery with Proxy Variables: Integral Solving and Beyond
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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
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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) @ East Exhibition Hall A-B #E-1811
Unified K-Means Clustering with Label-Guided Manifold 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-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-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) @ East Exhibition Hall A-B #E-2609
Tuning LLM Judge Design Decisions for 1/1000 of the Cost
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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) @ East Exhibition Hall A-B #E-1704
Reflection-Bench: Evaluating Epistemic Agency in Large Language Models
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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-2901
AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization
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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-2600
Retraining-free Merging of Sparse MoE via Hierarchical Clustering
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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-3101
FrameBridge: Improving Image-to-Video Generation with Bridge Models
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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
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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-2208
Controllable Data Generation with Hierarchical Neural Representations
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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-1005
How Do Transformers Learn Variable Binding in Symbolic Programs?
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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-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-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-2703
Accelerating Large Language Model Reasoning via Speculative Search
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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-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) @ 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) @ 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-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]
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-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-2106
M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture
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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-2710
LLMs Can Reason Faster Only If We Let Them
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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
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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-2811
FedPHA: Federated Prompt Learning for Heterogeneous Client 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-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-2808
STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving
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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]
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) @ East Exhibition Hall A-B #E-2500
Robust Multimodal Large Language Models Against Modality Conflict
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Poster]
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OpenReview]
