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Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-906
On the Alignment between Fairness and Accuracy: from the Perspective of Adversarial Robustness
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1503
ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2102
On the Provable Separation of Scales in Maximal Update Parameterization
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2301
NeuronTune: Towards Self-Guided Spurious Bias Mitigation
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1205
Can Transformers Learn Full Bayesian Inference in Context?
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3412
Spatial Reasoning with Denoising Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1409
Low-Rank Tensor Transitions (LoRT) for Transferable Tensor Regression
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3112
Learning Extrapolative Sequence Transformations from Markov Chains
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2704
Aligning LLMs by Predicting Preferences from User Writing Samples
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3012
How Contaminated Is Your Benchmark? Measuring Dataset Leakage in Large Language Models with Kernel Divergence
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2304
GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2804
DataDecide: How to Predict Best Pretraining Data with Small Experiments
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2705
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2511
Guided Search Strategies in Non-Serializable Environments with Applications to Software Engineering Agents
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2300
ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3002
Discrete Neural Algorithmic Reasoning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1705
Compute or Load KV Cache? Why Not Both?
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3208
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2202
Backdoor Attacks in Token Selection of Attention Mechanism
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-605
Position: Rethinking LLM Bias Probing Using Lessons from the Social Sciences
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Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1902
Stronger Neyman Regret Guarantees for Adaptive Experimental Design
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1504
Permutation-Free High-Order Interaction Tests
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2706
RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1302
Diversified Flow Matching with Translation Identifiability
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1202
Interaction-Aware Gaussian Weighting for Clustered Federated Learning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1102
Correlated Errors in Large Language Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2805
LensLLM: Unveiling Fine-Tuning Dynamics for LLM Selection
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1107
Efficiently Vectorized MCMC on Modern Accelerators
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3410
Inverse Problem Sampling in Latent Space Using Sequential Monte Carlo
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1701
Adaptive Data Collection for Robust Learning Across Multiple Distributions
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2806
SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3101
TopoTune: A Framework for Generalized Combinatorial Complex Neural Networks
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2906
Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2205
Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1407
CAT Merging: A Training-Free Approach for Resolving Conflicts in Model Merging
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3003
CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-804
Minimalist Concept Erasure in Generative Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2903
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3605
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2808
TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2011
Optimal transport-based conformal prediction
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2912
Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1304
Rethinking Confidence Scores and Thresholds in Pseudolabeling-based SSL
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3107
What Makes a Good Feedforward Computational Graph?
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1206
FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3504
Robust Noise Attenuation via Adaptive Pooling of Transformer Outputs
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1901
Double Machine Learning for Causal Inference under Shared-State Interference
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1305
Point-Level Topological Representation Learning on Point Clouds
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: Societal Impacts Research Requires Benchmarks for Creative Composition Tasks
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3601
On Fine-Grained Distinct Element Estimation
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3600
Learning-Augmented Hierarchical Clustering
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3210
S4S: Solving for a Fast Diffusion Model Solver
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1000
Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2108
LETS Forecast: Learning Embedology for Time Series Forecasting
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1604
Learning Vision and Language Concepts for Controllable Image Generation
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3206
Diffusion Adversarial Post-Training for One-Step Video Generation
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1808
David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2503
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2812
VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2800
Automated Benchmark Generation for Repository-Level Coding Tasks
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3503
Attention-Level Speculation
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2311
GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1609
PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-606
Position: General Intelligence Requires Reward-based Pretraining
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-506
Position: AI Evaluation Should Learn from How We Test Humans
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-505
Position: Uncertainty Quantification Needs Reassessment for Large Language Model Agents
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-604
Position: When Incentives Backfire, Data Stops Being Human
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3509
Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3009
Can Large Language Models Understand Intermediate Representations in Compilers?
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-601
Adversarial Inception Backdoor Attacks against Reinforcement Learning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3404
Continuous Semi-Implicit Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1702
Unconstrained Robust Online Convex Optimization
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1300
CACTI: Leveraging Copy Masking and Contextual Information to Improve Tabular Data Imputation
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3106
Outlier-Aware Post-Training Quantization for Discrete Graph Diffusion Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2708
Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2910
MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1402
Understanding the Unfairness in Network Quantization
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1603
SEAD: Unsupervised Ensemble of Streaming Anomaly Detectors
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2004
Outlier Gradient Analysis: Efficiently Identifying Detrimental Training Samples for Deep Learning Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1209
Non-asymptotic Error Bounds in $\mathcal{W}_2$-Distance with Sqrt(d) Dimension Dependence and First Order Convergence for Langevin Monte Carlo beyond Log-Concavity
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3500
Peri-LN: Revisiting Normalization Layer in the Transformer Architecture
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2907
FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2209
One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1805
From Logits to Hierarchies: Hierarchical Clustering made Simple
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1203
Robust Conformal Outlier Detection under Contaminated Reference Data
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1101
On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2902
RATE: Causal Explainability of Reward Models with Imperfect Counterfactuals
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2700
Right Now, Wrong Then: Non-Stationary Direct Preference Optimization under Preference Drift
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2900
Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3407
INRFlow: Flow Matching for INRs in Ambient Space
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1103
STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2802
Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2010
Efficient Heterogeneity-Aware Federated Active Data Selection
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2406
Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3409
EasyInv: Toward Fast and Better DDIM Inversion
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1904
An Improved Clique-Picking Algorithm for Counting Markov Equivalent DAGs via Super Cliques Transfer
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2807
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2809
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2104
On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3104
Cooperation of Experts: Fusing Heterogeneous Information with Large Margin
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1408
Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2810
Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2212
Training High Performance Spiking Neural Network by Temporal Model Calibration
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2811
EvoPress: Accurate Dynamic Model Compression via Evolutionary Search
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1006
The Elicitation Game: Evaluating Capability Elicitation Techniques
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1903
On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2711
Instruction-Following Pruning for Large Language Models
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-600
Do Not Mimic My Voice : Speaker Identity Unlearning for Zero-Shot Text-to-Speech
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3103
Geometric Hyena Networks for Large-scale Equivariant Learning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3506
DeepCrossAttention: Supercharging Transformer Residual Connections
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2710
Radio: Rate–Distortion Optimization for Large Language Model Compression
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2709
Explicit Preference Optimization: No Need for an Implicit Reward Model
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2105
TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2707
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2103
Modular Duality in Deep Learning
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3007
Commute Graph Neural Networks
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3505
Primphormer: Efficient Graph Transformers with Primal Representations
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1105
Censor Dependent Variational Inference
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2005
Function-Space Learning Rates
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Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1601
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2310
Distillation Scaling Laws
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1606
Sanity Checking Causal Representation Learning on a Simple Real-World System
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2703
Investigating Non-Transitivity in LLM-as-a-Judge
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3311
Be a Goldfish: Forgetting Bad Conditioning in Sparse Linear Regression via Variational Autoencoders
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2701
Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2607
The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3312
Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2601
MARGE: Improving Math Reasoning with Guided Exploration
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2602
ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2203
ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2111
LightGTS: A Lightweight General Time Series Forecasting Model
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1404
Principled Algorithms for Optimizing Generalized Metrics in Binary Classification
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-702
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3309
Controlled Generation with Equivariant Variational Flow Matching
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1807
From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-902
A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO
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OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1204
Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough?
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2303
Approximating Latent Manifolds in Neural Networks via Vanishing Ideals
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3207
Harmonizing Geometry and Uncertainty: Diffusion with Hyperspheres
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1106
Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2204
LEVIS: Large Exact Verifiable Input Spaces for Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2604
Communicating Activations Between Language Model Agents
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2110
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1900
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3307
TabSDS: a Lightweight, Fully Non-Parametric, and Model Free Approach for Generating Synthetic Tabular Data
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1704
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity
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Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1308
No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-705
Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1309
Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3308
Stochastic Forward–Backward Deconvolution: Training Diffusion Models with Finite Noisy Datasets
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2608
On the Robustness of Reward Models for Language Model Alignment
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1109
Progressive Tempering Sampler with Diffusion
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-704
Mind the Gap: A Practical Attack on GGUF Quantization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1800
Tightening Causal Bounds via Covariate-Aware Optimal Transport
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2610
Improving Diversity in Language Models: When Temperature Fails, Change the Loss
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1700
Tensor Decomposition Based Memory-Efficient Incremental Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3612
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3100
Improving the Effective Receptive Field of Message-Passing Neural Networks
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2611
NExtLong: Toward Effective Long-Context Training without Long Documents
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-703
Emoji Attack: Enhancing Jailbreak Attacks Against Judge LLM Detection
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2612
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2512
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1811
Bridging Fairness and Efficiency in Conformal Inference: A Surrogate-Assisted Group-Clustered Approach
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1910
Distributional Diffusion Models with Scoring Rules
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1002
Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1509
Does Data Scaling Lead to Visual Compositional Generalization?
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3603
Learning curves theory for hierarchically compositional data with power-law distributed features
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2509
AlphaPO: Reward Shape Matters for LLM Alignment
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3203
Robust Multi-bit Text Watermark with LLM-based Paraphrasers
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1801
Integer Programming for Generalized Causal Bootstrap Designs
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Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2404
Self-Consistency Preference Optimization
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1301
Towards Understanding Parametric Generalized Category Discovery on Graphs
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1909
COExpander: Adaptive Solution Expansion for Combinatorial Optimization
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2508
Mastering Board Games by External and Internal Planning with Language Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1508
SHE: Streaming-media Hashing Retrieval
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2208
SDP-CROWN: Efficient Bound Propagation for Neural Network Verification with Tightness of Semidefinite Programming
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1602
The Relationship Between No-Regret Learning and Online Conformal Prediction
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-905
Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1809
AutoEval Done Right: Using Synthetic Data for Model Evaluation
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2506
Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2009
On the Power of Learning-Augmented Search Trees
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2505
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2504
CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2007
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3300
EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3200
Improving Consistency Models with Generator-Augmented Flows
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1200
The Noisy Laplacian: a Threshold Phenomenon for Non-Linear Dimension Reduction
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2909
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3004
Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2502
Learning Safety Constraints for Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3613
The Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2400
Emergent Response Planning in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1004
Leveraging Predictive Equivalence in Decision Trees
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3607
Prompt-based Depth Pruning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1707
RAGGED: Towards Informed Design of Scalable and Stable RAG Systems
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2401
Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1306
A Selective Learning Method for Temporal Graph Continual Learning
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2008
Knowledge Swapping via Learning and Unlearning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2402
Reward-Guided Speculative Decoding for Efficient LLM Reasoning
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2403
A Unified Approach to Routing and Cascading for LLMs
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1001
Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3211
DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-701
SafeArena: Evaluating the Safety of Autonomous Web Agents
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-700
Weak-to-Strong Jailbreaking on Large Language Models
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3212
Geometric Representation Condition Improves Equivariant Molecule Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1208
Polynomial-Delay MAG Listing with Novel Locally Complete Orientation Rules
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2207
Sample-specific Noise Injection for Diffusion-based Adversarial Purification
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2408
De-mark: Watermark Removal in Large Language Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3610
Learning to Stop: Deep Learning for Mean Field Optimal Stopping
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3111
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2409
ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-603
Optimal Survey Design for Private Mean Estimation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1506
Emergence in non-neural models: grokking modular arithmetic via average gradient outer product
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3110
Geometric Generative Modeling with Noise-Conditioned Graph Networks
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2312
NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2712
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2106
Understanding and Improving Length Generalization in Recurrent Models
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2309
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2308
Liger: Linearizing Large Language Models to Gated Recurrent Structures
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2002
A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2306
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3602
Safety Certificate against Latent Variables with Partially Unidentifiable Dynamics
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Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3510
SAFE: Finding Sparse and Flat Minima to Improve Pruning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2411
DyCodeEval: Dynamic Benchmarking of Reasoning Capabilities in Code Large Language Models Under Data Contamination
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-900
Differentially Private Analysis for Binary Response Models: Optimality, Estimation, and Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1708
Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1507
Towards the Causal Complete Cause of Multi-Modal Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3209
Field Matching: an Electrostatic Paradigm to Generate and Transfer Data
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1406
Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3205
Generative Data Mining with Longtail-Guided Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2012
Multi-Session Budget Optimization for Forward Auction-based Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1906
MetricEmbedding: Accelerate Metric Nearness by Tropical Inner Product
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1907
Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3512
SWAN: SGD with Normalization and Whitening Enables Stateless LLM Training
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3402
Diffusion Instruction Tuning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3501
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
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OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1703
QUTE: Quantifying Uncertainty in TinyML models with Early-exit-assisted ensembles for model-monitoring
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2501
Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1201
Demeaned Sparse: Efficient Anomaly Detection by Residual Estimate
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Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2911
Occult: Optimizing Collaborative Communications across Experts for Accelerated Parallel MoE Training and Inference
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3202
Does Generation Require Memorization? Creative Diffusion Models using Ambient Diffusion
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3201
Ergodic Generative Flows
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1307
Positive-unlabeled AUC Maximization under Covariate Shift
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3302
Symmetry-Aware GFlowNets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1908
Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2006
Towards Memorization Estimation: Fast, Formal and Free
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3611
Provably Improving Generalization of Few-shot models with Synthetic Data
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2206
IT$^3$: Idempotent Test-Time Training
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2510
MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1812
Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination’s Impact on Machine Translation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3105
COMRECGC: Global Graph Counterfactual Explainer through Common Recourse
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-901
DMM: Distributed Matrix Mechanism for Differentially-Private Federated Learning Based on Constant-Overhead Linear Secret Resharing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3000
When Do LLMs Help With Node Classification? A Comprehensive Analysis
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1905
Multi-Objective Causal Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3304
FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2210
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1810
RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2609
Federated In-Context Learning: Iterative Refinement for Improved Answer Quality
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1108
NETS: A Non-equilibrium Transport Sampler
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2905
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2109
LAST SToP for Modeling Asynchronous Time Series
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1911
One-Step Generalization Ratio Guided Optimization for Domain Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2412
Fast Video Generation with Sliding Tile Attention
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2605
AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1501
Computing Optimal Transport Maps and Wasserstein Barycenters Using Conditional Normalizing Flows
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3400
Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2603
BlockDialect: Block-wise Fine-grained Mixed Format Quantization for Energy-Efficient LLM Inference
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-903
PASS: Private Attributes Protection with Stochastic Data Substitution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3102
Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1100
Concept-Based Unsupervised Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3609
Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-805
Adversarial Reasoning at Jailbreaking Time
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2101
Compositional Risk Minimization
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2600
Organize the Web: Constructing Domains Enhances Pre-Training Data Curation
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2200
No Soundness in the Real World: On the Challenges of the Verification of Deployed Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2801
µnit Scaling: Simple and Scalable FP8 LLM Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3204
Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-800
LEMoN: Label Error Detection using Multimodal Neighbors
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1502
Near-optimal Sketchy Natural Gradients for Physics-Informed Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3109
Improving the Scaling Laws of Synthetic Data with Deliberate Practice
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2307
DLP: Dynamic Layerwise Pruning in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1804
Doubly Robust Fusion of Many Treatments for Policy Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1706
KoopSTD: Reliable Similarity Analysis between Dynamical Systems via Approximating Koopman Spectrum with Timescale Decoupling
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1400
Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3006
SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3005
Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2410
Inference-Time Decomposition of Activations (ITDA): A Scalable Approach to Interpreting Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1207
Linearization Turns Neural Operators into Function-Valued Gaussian Processes
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2302
CoPINN: Cognitive Physics-Informed Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2001
Hide & Seek: Transformer Symmetries Obscure Sharpness & Riemannian Geometry Finds It
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2407
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2405
Free Process Rewards without Process Labels
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3511
Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1005
From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2500
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1709
am-ELO: A Stable Framework for Arena-based LLM Evaluation
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1803
Identifying Causal Direction via Variational Bayesian Compression
[
Slides]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1405
Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3301
Morse: Dual-Sampling for Lossless Acceleration of Diffusion Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1802
Automatic Reward Shaping from Confounded Offline Data
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2507
FlipAttack: Jailbreak LLMs via Flipping
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1104
Variational Learning of Fractional Posteriors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1003
Pointwise Information Measures as Confidence Estimators in Deep Neural Networks: A Comparative Study
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3001
Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2000
Learning In-context $n$-grams with Transformers: Sub-$n$-grams Are Near-Stationary Points
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3303
Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2211
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3305
Categorical Schrödinger Bridge Matching
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3306
Variational Rectified Flow Matching
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1500
Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1608
DANCE: Dual Unbiased Expansion with Group-acquired Alignment for Out-of-distribution Graph Fairness Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3401
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2606
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-706
SafetyAnalyst: Interpretable, Transparent, and Steerable Safety Moderation for AI Behavior
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-806
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3310
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1912
Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3604
Harnessing Heterogeneous Statistical Strength for Personalized Federated Learning via Hierarchical Bayesian Inference
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1607
Deep Fuzzy Multi-view Learning for Reliable Classification
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2100
BCE vs. CE in Deep Feature Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2201
Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2702
LLMs can see and hear without any training
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3608
Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1007
Safety Alignment Can Be Not Superficial With Explicit Safety Signals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1600
Active Learning with Selective Time-Step Acquisition for PDEs
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1605
Revisiting Neural Networks for Few-Shot Learning: A Zero-Cost NAS Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3411
Visual Generation Without Guidance
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1009
Fair Clustering via Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1303
Self-Discriminative Modeling for Anomalous Graph Detection
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3502
Primitive Vision: Improving Diagram Understanding in MLLMs
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1403
Enhancing Logits Distillation with Plug&Play Kendall's $\tau$ Ranking Loss
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3408
Efficient Fine-Grained Guidance for Diffusion Model Based Symbolic Music Generation
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-803
$S^2$FGL: Spatial Spectral Federated Graph Learning
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2803
UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-802
POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3606
Matryoshka Quantization
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1008
Policy Design for Two-sided Platforms with Participation Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2901
Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-602
Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-904
Plausible Token Amplification for Improving Accuracy of Differentially Private In-Context Learning Based on Implicit Bayesian Inference
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2908
Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-2305
A Chaotic Dynamics Framework Inspired by Dorsal Stream for Event Signal Processing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3507
Curvature-aware Graph Attention for PDEs on Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-801
EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1401
EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3405
WMAdapter: Adding WaterMark Control to Latent Diffusion Models
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3011
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3403
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3010
Thinking LLMs: General Instruction Following with Thought Generation
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3108
GCAL: Adapting Graph Models to Evolving Domain Shifts
[
Poster]
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-3008
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: It Is Time We Test Neural Computation In Vitro
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: Retrieval-augmented systems can be dangerous medical communicators
[
OpenReview]
Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: Contextual Integrity is Inadequately Applied to Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Jul 16 11:00 AM -- 01:30 PM (PDT) @ East Exhibition Hall A-B #E-1806
MCU: An Evaluation Framework for Open-Ended Game Agents
[
Poster]
[
OpenReview]
