Toggle Poster Visibility
Expo Demonstration
None
AudioSeal: Proactive Detection of Voice Cloning with Localized Watermarking
Expo Talk Panel
None
Giving your Graph a Voice: Graph Representations and Large Language Models
Expo Talk Panel
None
Automated Evaluation of LLM responses
Expo Talk Panel
None
AI for software development at Google
Expo Talk Panel
None
AutoGluon: AutoML at Your Fingertips
Expo Talk Panel
None
Merging Statistical, Causal, and Generative AI Techniques for Application Performance Monitoring
Expo Talk Panel
None
Accelerating research in Private Federated Learning with the pfl-research simulation framework
Expo Talk Panel
None
The Impact of Document Vectorisation, RAG, and Large Language Models in Financial Services: An insider view of how AI is set to change the way banks work
Expo Workshop
None
Run PyTorch Models On Device
Poster
None
Sampling is as easy as keeping the consistency: convergence guarantee for Consistency Models
Poster
None
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding
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Poster]
Spotlight Poster
None
What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement
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Poster]
Poster
None
Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context
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Poster]
Registration Desk
Sun Jul 21 01:00 AM -- 08:00 AM (PDT) @ Hall A Foyer None
Registration
Vienna Info Desk
Sun Jul 21 02:00 AM -- 08:00 AM & Mon Jul 22 12:00 AM -- 07:00 AM (PDT) @ Hall A Foyer None
Vienna Info Desk
Expo Talk Demo
Sun Jul 21 04:00 AM -- 05:00 AM (PDT) @ Hall A1 None
AudioSeal: Proactive Detection of Voice Cloning with Localized Watermarking
Expo Talk Panel
Sun Jul 21 04:00 AM -- 05:00 AM (PDT) @ Straus 1-3 None
AutoGluon: AutoML at Your Fingertips
Expo Talk Panel
Sun Jul 21 04:00 AM -- 05:00 AM (PDT) @ Hall A8 None
Giving your Graph a Voice: Graph Representations and Large Language Models
Expo Talk Panel
Sun Jul 21 04:00 AM -- 05:00 AM (PDT) @ Hall A2 None
The Impact of Document Vectorisation, RAG, and Large Language Models in Financial Services: An insider view of how AI is set to change the way banks work
Break
Sun Jul 21 05:00 AM -- 05:30 AM (PDT) None
Coffee Break
Expo Talk Panel
Sun Jul 21 05:30 AM -- 06:30 AM (PDT) @ Hall A8 None
Accelerating research in Private Federated Learning with the pfl-research simulation framework
Expo Talk Panel
Sun Jul 21 05:30 AM -- 06:30 AM (PDT) @ Straus 1-3 None
Automated Evaluation of LLM responses
Expo Workshop
Sun Jul 21 05:30 AM -- 07:30 AM (PDT) @ Hall A1 None
Run PyTorch Models On Device
Break
Sun Jul 21 06:30 AM -- 07:00 AM (PDT) None
Coffee Break
Expo Talk Panel
Sun Jul 21 07:00 AM -- 08:00 AM (PDT) @ Straus 1-3 None
Merging Statistical, Causal, and Generative AI Techniques for Application Performance Monitoring
Expo Talk Panel
Sun Jul 21 07:00 AM -- 08:00 AM (PDT) @ Hall A8 None
AI for software development at Google
Registration Desk
Sun Jul 21 11:30 PM -- 09:00 AM (PDT) @ Hall A Foyer None
Registration
Workshop
Mon Jul 22 12:00 AM -- 07:00 AM (PDT) @ Stolz 2 None
{Dis}Ability and Queer in AI Workshop at ICML 2024
Workshop
Mon Jul 22 12:00 AM -- 07:00 AM (PDT) @ Stolz 1 None
LatinX in AI (LXAI) Research Workshop
Break
Mon Jul 22 12:00 AM -- 12:30 AM (PDT) None
Coffee Break
Tutorial
Mon Jul 22 12:30 AM -- 02:30 AM (PDT) @ Lehar 1-4 None
Towards Efficient Generative Large Language Model Serving: A Tutorial from Algorithms to Systems
Tutorial
Mon Jul 22 12:30 AM -- 02:30 AM (PDT) @ Straus 1-3 None
Strategic ML: How to Learn With Data That ‘Behaves’
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Slides]
Tutorial
Mon Jul 22 12:30 AM -- 02:30 AM (PDT) @ Hall A1 None
Data Attribution at Scale
Break
Mon Jul 22 02:30 AM -- 04:00 AM (PDT) None
Hosted Lunch
Tutorial
Mon Jul 22 04:00 AM -- 06:00 AM (PDT) @ Straus 1-3 None
Distribution-Free Predictive Uncertainty Quantification: Strengths and Limits of Conformal Prediction
Tutorial
Mon Jul 22 04:00 AM -- 06:00 AM (PDT) @ Lehar 1-4 None
Understanding the Role of Large Language Models in Planning
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Slides]
Tutorial
Mon Jul 22 04:00 AM -- 06:00 AM (PDT) @ Hall A8 None
Foundations of Data-efficient Machine Learning
Break
Mon Jul 22 06:00 AM -- 06:30 AM (PDT) None
Coffee Break
Tutorial
Mon Jul 22 06:30 AM -- 08:30 AM (PDT) @ Hall A1 None
Physics of Language Models
Tutorial
Mon Jul 22 06:30 AM -- 08:30 AM (PDT) @ Hall A8 None
Graph Learning: Principles, Challenges, and Open Directions
Tutorial
Mon Jul 22 06:30 AM -- 08:30 AM (PDT) @ Straus 1-3 None
Convex Analysis at Infinity: An Introduction to Astral Space
Tutorial
Mon Jul 22 06:30 AM -- 08:30 AM (PDT) @ Lehar 1-4 None
Challenges in Language Model Evaluations
Poster
Mon Jul 22 07:00 AM -- 08:30 AM (PDT) @ Stolz Foyer None
Affinity Joint Poster Session
Reception
Mon Jul 22 08:30 AM -- 09:45 AM (PDT) @ Hall A and Hall B None
Welcome Reception
Registration Desk
Mon Jul 22 11:00 PM -- 09:00 AM (PDT) @ Hall A Foyer None
Registration
Remarks
Mon Jul 22 11:45 PM -- 12:00 AM (PDT) @ Hall C 1-3 None
Opening Remarks
Invited Talk
Tue Jul 23 12:00 AM -- 01:00 AM (PDT) @ Hall C 1-3 None
Unapologetically Open Science -- the complexity and challenges of making openness win!
Break
Tue Jul 23 01:00 AM -- 01:30 AM (PDT) None
Coffee Break
Oral
Tue Jul 23 01:30 AM -- 01:45 AM (PDT) @ Hall C 1-3 None
Debating with More Persuasive LLMs Leads to More Truthful Answers
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Slides]
Oral
Tue Jul 23 01:30 AM -- 01:45 AM (PDT) @ Hall A8 None
Genie: Generative Interactive Environments
Oral
Tue Jul 23 01:30 AM -- 01:45 AM (PDT) @ Straus 1-3 None
SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters
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Slides]
Oral
Tue Jul 23 01:30 AM -- 01:45 AM (PDT) @ Hall A2 None
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
Oral
Tue Jul 23 01:30 AM -- 01:45 AM (PDT) @ Hall A1 None
Position: Embracing Negative Results in Machine Learning
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Slides]
Oral
Tue Jul 23 01:30 AM -- 01:45 AM (PDT) @ Lehar 1-4 None
MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation
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Slides]
Oral
Tue Jul 23 01:30 AM -- 02:30 AM (PDT) @ Hall C 1-3 None
Oral 1A Alignment
Oral
Tue Jul 23 01:30 AM -- 02:30 AM (PDT) @ Hall A1 None
Oral 1B Positions on How We Do Machine Learning Research
Oral
Tue Jul 23 01:30 AM -- 02:30 AM (PDT) @ Hall A2 None
Oral 1C Clustering
Oral
Tue Jul 23 01:30 AM -- 02:30 AM (PDT) @ Hall A8 None
Oral 1D Video
Oral
Tue Jul 23 01:30 AM -- 02:30 AM (PDT) @ Straus 1-3 None
Oral 1E Time Series
Oral
Tue Jul 23 01:30 AM -- 02:30 AM (PDT) @ Lehar 1-4 None
Oral 1F Applications in Biology and Chemistry
Oral
Tue Jul 23 01:45 AM -- 02:00 AM (PDT) @ Lehar 1-4 None
EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
Oral
Tue Jul 23 01:45 AM -- 02:00 AM (PDT) @ Hall A8 None
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
Oral
Tue Jul 23 01:45 AM -- 02:00 AM (PDT) @ Hall A1 None
Position: A Safe Harbor for AI Evaluation and Red Teaming
Oral
Tue Jul 23 01:45 AM -- 02:00 AM (PDT) @ Straus 1-3 None
Arrows of Time for Large Language Models
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Slides]
Oral
Tue Jul 23 01:45 AM -- 02:00 AM (PDT) @ Hall A2 None
Image Clustering with External Guidance
Oral
Tue Jul 23 01:45 AM -- 02:00 AM (PDT) @ Hall C 1-3 None
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Oral
Tue Jul 23 02:00 AM -- 02:15 AM (PDT) @ Hall C 1-3 None
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
Oral
Tue Jul 23 02:00 AM -- 02:15 AM (PDT) @ Straus 1-3 None
Unified Training of Universal Time Series Forecasting Transformers
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Slides]
Oral
Tue Jul 23 02:00 AM -- 02:15 AM (PDT) @ Hall A8 None
Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition
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Slides]
Oral
Tue Jul 23 02:00 AM -- 02:15 AM (PDT) @ Hall A2 None
Making Old Things New: A Unified Algorithm for Differentially Private Clustering
Oral
Tue Jul 23 02:00 AM -- 02:15 AM (PDT) @ Lehar 1-4 None
Expressivity and Generalization: Fragment-Biases for Molecular GNNs
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Slides]
Oral
Tue Jul 23 02:00 AM -- 02:15 AM (PDT) @ Hall A1 None
Position: Considerations for Differentially Private Learning with Large-Scale Public Pretraining
Oral
Tue Jul 23 02:15 AM -- 02:30 AM (PDT) @ Lehar 1-4 None
Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models
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Slides]
Oral
Tue Jul 23 02:15 AM -- 02:30 AM (PDT) @ Hall A1 None
Position: Beyond Personhood: Agency, Accountability, and the Limits of Anthropomorphic Ethical Analysis
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Slides]
Oral
Tue Jul 23 02:15 AM -- 02:30 AM (PDT) @ Hall C 1-3 None
Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study
Oral
Tue Jul 23 02:15 AM -- 02:30 AM (PDT) @ Hall A2 None
Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
Oral
Tue Jul 23 02:15 AM -- 02:30 AM (PDT) @ Straus 1-3 None
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
Oral
Tue Jul 23 02:15 AM -- 02:30 AM (PDT) @ Hall A8 None
VideoPoet: A Large Language Model for Zero-Shot Video Generation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #509
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1605
Adaptive Observation Cost Control for Variational Quantum Eigensolvers
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2710
Differentiable Weightless Neural Networks
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1215
Differentiable Combinatorial Scheduling at Scale
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1312
CF-OPT: Counterfactual Explanations for Structured Prediction
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #803
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2502
Observable Propagation: Uncovering Feature Vectors in Transformers
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Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1410
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1016
Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2801
A Persuasive Approach to Combating Misinformation
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Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2613
Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #414
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1415
Learning to Explore in POMDPs with Informational Rewards
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #616
Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #510
Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2607
Classification Under Strategic Self-Selection
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #906
Can AI Assistants Know What They Don't Know?
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2214
Unveiling the Dynamics of Information Interplay in Supervised Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2112
Improved Dimensionality Dependence for Zeroth-Order Optimisation over Cross-Polytopes
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2201
A Sparsity Principle for Partially Observable Causal Representation Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2806
Probability Distribution of Hypervolume Improvement in Bi-objective Bayesian Optimization
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Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2501
Representation Surgery: Theory and Practice of Affine Steering
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #412
Estimating Canopy Height at Scale
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1505
Major-Minor Mean Field Multi-Agent Reinforcement Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #911
Understanding Finetuning for Factual Knowledge Extraction
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #500
Gated Linear Attention Transformers with Hardware-Efficient Training
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2611
EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2210
Overcoming Saturation in Density Ratio Estimation by Iterated Regularization
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #917
Arrows of Time for Large Language Models
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #307
AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #701
Graph Positional and Structural Encoder
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1006
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1002
Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2411
On the Duality Between Sharpness-Aware Minimization and Adversarial Training
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #504
Bifurcated Attention for Single-Context Large-Batch Sampling
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #912
Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2504
Fast Adversarial Attacks on Language Models In One GPU Minute
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2202
Counterfactual Image Editing
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #517
SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #703
The Merit of River Network Topology for Neural Flood Forecasting
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2903
Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #305
MOMENT: A Family of Open Time-series Foundation Models
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Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1414
Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1310
New Sample Complexity Bounds for Sample Average Approximation in Heavy-Tailed Stochastic Programming
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #608
VideoPoet: A Large Language Model for Zero-Shot Video Generation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #901
Thermometer: Towards Universal Calibration for Large Language Models
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #900
Using Left and Right Brains Together: Towards Vision and Language Planning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #201
Hierarchical Neural Operator Transformer with Learnable Frequency-aware Loss Prior for Arbitrary-scale Super-resolution
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2809
Protein Conformation Generation via Force-Guided SE(3) Diffusion Models
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #711
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #110
Diffusion Language Models Are Versatile Protein Learners
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #514
BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1413
Random Latent Exploration for Deep Reinforcement Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2008
Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #612
Towards Neural Architecture Search through Hierarchical Generative Modeling
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #904
Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #611
Position: On the Possibilities of AI-Generated Text Detection
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1412
Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2311
Position: Embracing Negative Results in Machine Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1800
Evaluation of Test-Time Adaptation Under Computational Time Constraints
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #811
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2003
Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2705
$\texttt{MoE-RBench}$: Towards Building Reliable Language Models with Sparse Mixture-of-Experts
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1807
On Least Square Estimation in Softmax Gating Mixture of Experts
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2606
Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #515
Equivariant Deep Weight Space Alignment
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1606
Learning in Deep Factor Graphs with Gaussian Belief Propagation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2002
Optimal bounds for $\ell_p$ sensitivity sampling via $\ell_2$ augmentation
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Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2306
Position: Levels of AGI for Operationalizing Progress on the Path to AGI
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2911
GiLOT: Interpreting Generative Language Models via Optimal Transport
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1907
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #502
Polynomial-based Self-Attention for Table Representation Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #605
Efficient World Models with Context-Aware Tokenization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2900
Rethinking Independent Cross-Entropy Loss For Graph-Structured Data
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1707
Provably Scalable Black-Box Variational Inference with Structured Variational Families
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1804
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2603
Using AI Uncertainty Quantification to Improve Human Decision-Making
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1217
Submodular framework for structured-sparse optimal transport
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #311
KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations
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Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2404
Split-and-Denoise: Protect large language model inference with local differential privacy
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2517
Neighboring Perturbations of Knowledge Editing on Large Language Models
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2913
Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1115
Modeling Caption Diversity in Contrastive Vision-Language Pretraining
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1408
Rethinking Decision Transformer via Hierarchical Reinforcement Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2111
Chasing Convex Functions with Long-term Constraints
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Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2109
Fundamental Benefit of Alternating Updates in Minimax Optimization
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1608
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #315
Potential Based Diffusion Motion Planning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #707
EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time
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Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1802
Pairwise Alignment Improves Graph Domain Adaptation
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #812
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2309
Allocation Requires Prediction Only if Inequality Is Low
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2511
Data Poisoning Attacks against Conformal Prediction
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1214
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1906
Convergence of Online Learning Algorithm for a Mixture of Multiple Linear Regressions
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1103
From Generalization Analysis to Optimization Designs for State Space Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1417
Value-Evolutionary-Based Reinforcement Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2303
Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2000
On the Feasibility of Single-Pass Full-Capacity Learning in Linear Threshold Neurons with Binary Input Vectors
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #409
Multi-Region Markovian Gaussian Process: An Efficient Method to Discover Directional Communications Across Multiple Brain Regions
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1411
Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #706
Graph Adversarial Diffusion Convolution
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2915
Generalization to New Sequential Decision Making Tasks with In-Context Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1607
Scaling Tractable Probabilistic Circuits: A Systems Perspective
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #115
GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #309
SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2615
DiffFPR: Diffusion Prior for Oversampled Fourier Phase Retrieval
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2113
Parsimonious Learning-Augmented Approximations for Dense Instances of $\mathcal{NP}$-hard Problems
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2510
OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1502
EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #306
From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #301
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #117
GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language Model
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2608
KernelWarehouse: Rethinking the Design of Dynamic Convolution
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #401
IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2516
Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1404
Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1109
An Information-Theoretic Analysis of In-Context Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1701
Nesting Particle Filters for Experimental Design in Dynamical Systems
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1706
Logistic Variational Bayes Revisited
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2813
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2215
Transferable Facial Privacy Protection against Blind Face Restoration via Domain-Consistent Adversarial Obfuscation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #817
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #415
Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2205
On Online Experimentation without Device Identifiers
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #417
Diagnosing the Compositional Knowledge of Vision Language Models from a Game-Theoretic View
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1604
A Unified View of FANOVA: A Comprehensive Bayesian Framework for Component Selection and Estimation
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2400
Differentially Private Synthetic Data via Foundation Model APIs 2: Text
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1105
Provable Benefits of Local Steps in Heterogeneous Federated Learning for Neural Networks: A Feature Learning Perspective
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1306
Failures Are Fated, But Can Be Faded: Characterizing and Mitigating Unwanted Behaviors in Large-Scale Vision and Language Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #716
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2203
PGODE: Towards High-quality System Dynamics Modeling
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2006
Online Linear Regression in Dynamic Environments via Discounting
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2700
Prompt-based Visual Alignment for Zero-shot Policy Transfer
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #213
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #704
Hypergraph-enhanced Dual Semi-supervised Graph Classification
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #702
Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic Graphs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #107
GeoMFormer: A General Architecture for Geometric Molecular Representation Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1007
Fine-grained Local Sensitivity Analysis of Standard Dot-Product Self-Attention
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1211
MoMo: Momentum Models for Adaptive Learning Rates
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1202
FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1111
Deconstructing the Goldilocks Zone of Neural Network Initialization
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1206
Learning to Compile Programs to Neural Networks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2811
Solving Poisson Equations using Neural Walk-on-Spheres
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1407
Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2908
Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2914
Learning Modality Knowledge Alignment for Cross-Modality Transfer
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #116
Pluvial Flood Emulation with Hydraulics-informed Message Passing
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #800
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2115
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #713
An Interpretable Evaluation of Entropy-based Novelty of Generative Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2315
Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #104
AlphaFold Meets Flow Matching for Generating Protein Ensembles
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #410
Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1010
Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1401
ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #709
Aligning Transformers with Weisfeiler-Leman
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #600
Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2107
Theoretical insights for diffusion guidance: A case study for Gaussian mixture models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #908
Dense Reward for Free in Reinforcement Learning from Human Feedback
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #505
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #910
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2209
TIC-TAC: A Framework For Improved Covariance Estimation In Deep Heteroscedastic Regression
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #814
Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2802
Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #208
Scene Graph Generation Strategy with Co-occurrence Knowledge and Learnable Term Frequency
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2207
First-Order Manifold Data Augmentation for Regression Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1801
Minimum-Norm Interpolation Under Covariate Shift
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1210
On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2001
Uniformly Stable Algorithms for Adversarial Training and Beyond
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #512
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2513
On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2815
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2512
Unbiased Multi-Label Learning from Crowdsourced Annotations
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1705
Sampling-based Multi-dimensional Recalibration
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #807
QuIP$\#$: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1315
OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1301
Reinforcement Learning and Regret Bounds for Admission Control
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1400
Probabilistic Subgoal Representations for Hierarchical Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #801
An Intrinsic Vector Heat Network
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #806
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2406
Position: Considerations for Differentially Private Learning with Large-Scale Public Pretraining
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #3004
Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1508
Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2711
Implicit meta-learning may lead language models to trust more reliable sources
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #206
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2708
Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #105
Expressivity and Generalization: Fragment-Biases for Molecular GNNs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2307
Position: A Safe Harbor for AI Evaluation and Red Teaming
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1112
A Statistical Framework for Data-dependent Retrieval-Augmented Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1216
Box Facets and Cut Facets of Lifted Multicut Polytopes
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #314
RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2217
Dynamic Spectral Clustering with Provable Approximation Guarantee
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #905
Generalized Preference Optimization: A Unified Approach to Offline Alignment
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1908
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2904
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2810
Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2408
Membership Inference Attacks on Diffusion Models via Quantile Regression
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1005
Denoising Autoregressive Representation Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2515
Energy-based Backdoor Defense without Task-Specific Samples and Model Retraining
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1313
Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2102
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2104
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #103
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #601
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1200
Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1403
Learning to Play Atari in a World of Tokens
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2211
Layerwise Change of Knowledge in Neural Networks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2610
Not all distributional shifts are equal: Fine-grained robust conformal inference
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1900
No Dimensional Sampling Coresets for Classification
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #809
Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2110
Hyperbolic Optimizer as a Dynamical System
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #114
Data-Efficient Molecular Generation with Hierarchical Textual Inversion
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1307
Scalable Online Exploration via Coverability
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #516
Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1402
Learning the Target Network in Function Space
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1212
Lookbehind-SAM: k steps back, 1 step forward
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1703
Bipartite Matching in Massive Graphs: A Tight Analysis of EDCS
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2212
Memory Consolidation Enables Long-Context Video Understanding
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1101
DNCs Require More Planning Steps
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2216
Analyzing $D^\alpha$ seeding for $k$-means
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2415
Relational DNN Verification With Cross Executional Bound Refinement
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2416
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #712
Neural Diffusion Models
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #614
Genie: Generative Interactive Environments
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2316
UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #215
CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1603
Naive Bayes Classifiers over Missing Data: Decision and Poisoning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #903
Debating with More Persuasive LLMs Leads to More Truthful Answers
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2506
Position: Is machine learning good or bad for the natural sciences?
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1416
Exploration and Anti-Exploration with Distributional Random Network Distillation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2505
One for All: A Universal Generator for Concept Unlearnability via Multi-Modal Alignment
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2714
Active Preference Learning for Large Language Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2906
Information Flow in Self-Supervised Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2907
Compositional Few-Shot Class-Incremental Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2816
Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1114
Matrix Information Theory for Self-Supervised Learning
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1704
Translation Equivariant Transformer Neural Processes
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2007
Online Learning in Betting Markets: Profit versus Prediction
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #815
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #603
Switched Flow Matching: Eliminating Singularities via Switching ODEs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2807
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1803
Can a Few Decide for Many? The Metric Distortion of Sortition
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #506
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2509
RAUCA: A Novel Physical Adversarial Attack on Vehicle Detectors via Robust and Accurate Camouflage Generation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1304
Feasibility Consistent Representation Learning for Safe Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #202
Scribble-Supervised Semantic Segmentation with Prototype-based Feature Augmentation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #210
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2909
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2300
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1317
Double-Step Alternating Extragradient with Increasing Timescale Separation for Finding Local Minimax Points: Provable Improvements
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2304
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1011
Feature Contamination: Neural Networks Learn Uncorrelated Features and Fail to Generalize
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2912
Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #3000
Efficient Denoising Diffusion via Probabilistic Masking
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2005
Efficient Contextual Bandits with Uninformed Feedback Graphs
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #513
MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1305
Bayesian Design Principles for Offline-to-Online Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #700
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #413
FESSNC: Fast Exponentially Stable and Safe Neural Controller
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #214
Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1000
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2701
In-Context Principle Learning from Mistakes
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2902
S3O: A Dual-Phase Approach for Reconstructing Dynamic Shape and Skeleton of Articulated Objects from Single Monocular Video
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1003
Deep Regression Representation Learning with Topology
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2716
Parameter-Efficient Fine-Tuning with Controls
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #613
Enhancing Implicit Shape Generators Using Topological Regularizations
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1015
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2105
Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2204
Tight Partial Identification of Causal Effects with Marginal Distribution of Unmeasured Confounders
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #316
Enhancing Trajectory Prediction through Self-Supervised Waypoint Distortion Prediction
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1806
Robustly Learning Single-Index Models via Alignment Sharpness
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #405
Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #615
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1100
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #617
MusicFlow: Cascaded Flow Matching for Text Guided Music Generation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2405
Privacy-Preserving Instructions for Aligning Large Language Models
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #207
EvGGS: A Collaborative Learning Framework for Event-based Generalizable Gaussian Splatting
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2305
Position: Beyond Personhood: Agency, Accountability, and the Limits of Anthropomorphic Ethical Analysis
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1116
High-Order Contrastive Learning with Fine-grained Comparative Levels for Sparse Ordinal Tensor Completion
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2812
Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict?
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2116
Small-loss Adaptive Regret for Online Convex Optimization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #914
Exploring the LLM Journey from Cognition to Expression with Linear Representations
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #915
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2301
Perturb-and-Project: Differentially Private Similarities and Marginals
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #602
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2814
Encodings for Prediction-based Neural Architecture Search
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #710
SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #403
Prompt-guided Precise Audio Editing with Diffusion Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2916
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2817
Efficient Algorithms for Sum-Of-Minimum Optimization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1014
Robust Stable Spiking Neural Networks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1311
Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2713
Implicit Bias of AdamW: $\ell_\infty$-Norm Constrained Optimization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2609
Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1208
Delving into the Convergence of Generalized Smooth Minimax Optimization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #313
VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2617
Principled Gradient-Based MCMC for Conditional Sampling of Text
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2800
Confidence-aware Contrastive Learning for Selective Classification
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #816
MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2302
Making Old Things New: A Unified Algorithm for Differentially Private Clustering
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1602
Outlier-robust Kalman Filtering through Generalised Bayes
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1314
Barrier Algorithms for Constrained Non-Convex Optimization
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2503
Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1102
Unified Training of Universal Time Series Forecasting Transformers
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1905
Provable Contrastive Continual Learning
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1204
Model Alignment as Prospect Theoretic Optimization
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1008
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #3002
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #805
DOGE: Domain Reweighting with Generalization Estimation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #705
CKGConv: General Graph Convolution with Continuous Kernels
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2808
NExT-Chat: An LMM for Chat, Detection and Segmentation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2413
Defense against Model Extraction Attack by Bayesian Active Watermarking
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2616
Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1506
Open Ad Hoc Teamwork with Cooperative Game Theory
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1601
An Iterative Min-Min Optimization Method for Sparse Bayesian Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1203
Positive Concave Deep Equilibrium Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2805
Parameter-Efficient Fine-Tuning with Discrete Fourier Transform
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1110
Position: Categorical Deep Learning is an Algebraic Theory of All Architectures
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2410
TVE: Learning Meta-attribution for Transferable Vision Explainer
[
Slides]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1001
A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1902
Towards Theoretical Understanding of Learning Large-scale Dependent Data via Random Features
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1009
Adversarially Robust Hypothesis Transfer Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2317
Optimal Eye Surgeon: Finding image priors through sparse generators at initialization
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #909
One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2901
Evolution-Inspired Loss Functions for Protein Representation Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1409
SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2108
Incremental Topological Ordering and Cycle Detection with Predictions
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1205
Scaling Down Deep Learning with MNIST-1D
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #913
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #717
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2706
On the Diminishing Returns of Width for Continual Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2917
FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1901
Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1207
Generalized Smooth Variational Inequalities: Methods with Adaptive Stepsizes
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #916
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #715
Isometric Representation Learning for Disentangled Latent Space of Diffusion Models
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2803
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #400
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2106
When Do Skills Help Reinforcement Learning? A Theoretical Analysis of Temporal Abstractions
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #317
Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2412
Position: Do Not Explain Vision Models Without Context
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2804
OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2313
MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #902
Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1405
ReDiffuser: Reliable Decision-Making Using a Diffuser with Confidence Estimation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1209
Finite Smoothing Algorithm for High-Dimensional Support Vector Machines and Quantile Regression
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #211
SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2312
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1201
Interpretable Deep Clustering for Tabular Data
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2707
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2403
Rényi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration via Shift Reduction Lemmas
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2604
Learning to Intervene on Concept Bottlenecks
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #108
Harmonic Self-Conditioned Flow Matching for joint Multi-Ligand Docking and Binding Site Design
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #113
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1600
Probabilistic Modeling of Interpersonal Coordination Processes
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #607
Embarrassingly Parallel GFlowNets
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #808
CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #205
Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #402
Language Generation with Strictly Proper Scoring Rules
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #714
Towards Scalable and Versatile Weight Space Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1805
In-context Convergence of Transformers
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #216
A fast algorithm to simulate nonlinear resistive networks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #813
Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2208
Generalizing Orthogonalization for Models with Non-Linearities
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2905
Position: Application-Driven Innovation in Machine Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2702
Triadic-OCD: Asynchronous Online Change Detection with Provable Robustness, Optimality, and Convergence
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2206
Invariant Risk Minimization Is A Total Variation Model
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1104
TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #308
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2004
Online Non-stochastic Control with Partial Feedback
[
JMLR]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2402
Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #606
An Independence-promoting Loss for Music Generation with Language Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1012
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #501
Repeat After Me: Transformers are Better than State Space Models at Copying
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2414
ByMI: Byzantine Machine Identification with False Discovery Rate Control
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2100
Learning Multiple Secrets in Mastermind
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #203
GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1302
Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1106
Graph Automorphism Group Equivariant Neural Networks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1017
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1700
IW-GAE: Importance weighted group accuracy estimation for improved calibration and model selection in unsupervised domain adaptation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #804
Prompt Sketching for Large Language Models
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2600
The Linear Representation Hypothesis and the Geometry of Large Language Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #416
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1808
Replicable Learning of Large-Margin Halfspaces
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #302
$S^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1406
Think Before You Act: Decision Transformers with Working Memory
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2612
Implicit Representations via Operator Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2601
Linear Explanations for Individual Neurons
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1013
The Perception-Robustness Tradeoff in Deterministic Image Restoration
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 None
Poster Session 1
Break
Tue Jul 23 03:30 AM -- 05:00 AM (PDT) None
Hosted Lunch
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #815
Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #900
I/O Complexity of Attention, or How Optimal is FlashAttention?
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1406
Constrained Ensemble Exploration for Unsupervised Skill Discovery
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1808
Online Matrix Completion: A Collaborative Approach with Hott Items
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1106
Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #813
Slot Abstractors: Toward Scalable Abstract Visual Reasoning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1006
StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #907
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2112
Continuous Treatment Effects with Surrogate Outcomes
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2312
Statistical Test for Attention Maps in Vision Transformers
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2208
Let Go of Your Labels with Unsupervised Transfer
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1508
Accelerating Convergence in Bayesian Few-Shot Classification
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2913
Knowledge-aware Reinforced Language Models for Protein Directed Evolution
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2214
Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #307
Position: Topological Deep Learning is the New Frontier for Relational Learning
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2401
Improved Differentially Private and Lazy Online Convex Optimization: Lower Regret without Smoothness Requirements
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1205
A Doubly Recursive Stochastic Compositional Gradient Descent Method for Federated Multi-Level Compositional Optimization
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #808
Position: Understanding LLMs Requires More Than Statistical Generalization
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2815
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2000
Refining Minimax Regret for Unsupervised Environment Design
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2212
Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1112
Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2405
Revisiting Character-level Adversarial Attacks for Language Models
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2910
AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1804
Sample Complexity Bounds for Estimating Probability Divergences under Invariances
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #209
Multi-Patch Prediction: Adapting Language Models for Time Series Representation Learning
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2409
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2213
Provable Interactive Learning with Hindsight Instruction Feedback
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1014
How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2803
DMTG: One-Shot Differentiable Multi-Task Grouping
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #317
Rapid Learning without Catastrophic Forgetting in the Morris Water Maze
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1200
Non-convex Stochastic Composite Optimization with Polyak Momentum
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #906
Visual Representation Learning with Stochastic Frame Prediction
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #104
A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM)
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #901
Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2006
Optimal Kernel Choice for Score Function-based Causal Discovery
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1015
Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #600
Case-Based or Rule-Based: How Do Transformers Do the Math?
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #206
Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2008
An Efficient Maximal Ancestral Graph Listing Algorithm
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2407
Stealthy Imitation: Reward-guided Environment-free Policy Stealing
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1210
Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2612
Dynamic Evaluation of Large Language Models by Meta Probing Agents
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2607
Open-Domain Text Evaluation via Contrastive Distribution Methods
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2217
Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2510
Position: Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them?
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Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1500
Symmetry Induces Structure and Constraint of Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #208
MS$^3$D: A RG Flow-Based Regularization for GAN Training with Limited Data
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #708
Magicoder: Empowering Code Generation with OSS-Instruct
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #112
SurfPro: Functional Protein Design Based on Continuous Surface
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #913
Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2309
Optimizing Watermarks for Large Language Models
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #311
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1311
Hybrid Reinforcement Learning from Offline Observation Alone
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2609
Selecting Large Language Model to Fine-tune via Rectified Scaling Law
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2414
IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1013
Rethinking Momentum Knowledge Distillation in Online Continual Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #411
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #500
Rethinking Generative Large Language Model Evaluation for Semantic Comprehension
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2412
Mapping the Multiverse of Latent Representations
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2811
Batch Singular Value Polarization and Weighted Semantic Augmentation for Universal Domain Adaptation
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1116
Prodigy: An Expeditiously Adaptive Parameter-Free Learner
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #713
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent)
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #909
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2307
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1708
KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1004
Loss Shaping Constraints for Long-Term Time Series Forecasting
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #904
An Infinite-Width Analysis on the Jacobian-Regularised Training of a Neural Network
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1601
Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2916
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2814
Fast White-Box Adversarial Streaming Without a Random Oracle
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #101
WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2512
Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #814
DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2515
AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #903
Analysis for Abductive Learning and Neural-Symbolic Reasoning Shortcuts
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1400
BeigeMaps: Behavioral Eigenmaps for Reinforcement Learning from Images
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2005
Learning with Adaptive Resource Allocation
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2608
Learning Constraints from Offline Demonstrations via Superior Distribution Correction Estimation
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1700
The Non-linear $F$-Design and Applications to Interactive Learning
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2717
A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1114
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1103
How to Escape Sharp Minima with Random Perturbations
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #216
Enhancing Adversarial Robustness in SNNs with Sparse Gradients
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2108
Triple Changes Estimator for Targeted Policies
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #717
Embodied CoT Distillation From LLM To Off-the-shelf Agents
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #100
From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1108
Revisiting Inexact Fixed-Point Iterations for Min-Max Problems: Stochasticity and Structured Nonconvexity
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1507
Gaussian Processes on Cellular Complexes
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2507
Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #602
Physics of Language Models: Part 3.1, Knowledge Storage and Extraction
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1206
Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #408
Attribute Based Interpretable Evaluation Metrics for Generative Models
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #702
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1505
Robust Graph Matching when Nodes are Corrupt
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1602
Neuroexplicit Diffusion Models for Inpainting of Optical Flow Fields
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2706
Inverse-Variance Weighting for Estimation of Heterogeneous Treatment Effects
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2812
Diffusion Posterior Sampling is Computationally Intractable
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #410
Compositional Text-to-Image Generation with Dense Blob Representations
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1017
A Rate-Distortion View of Uncertainty Quantification
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2713
Controllable Prompt Tuning For Balancing Group Distributional Robustness
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2511
Explaining Probabilistic Models with Distributional Values
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #403
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2202
Pi-DUAL: Using privileged information to distinguish clean from noisy labels
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1417
Transitional Uncertainty with Layered Intermediate Predictions
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1301
Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #315
Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2105
Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2509
Iterative Search Attribution for Deep Neural Networks
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1903
Graph-Triggered Rising Bandits
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1201
Two-timescale Derivative Free Optimization for Performative Prediction with Markovian Data
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #817
Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #313
Improved Generalization of Weight Space Networks via Augmentations
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1608
State-Constrained Zero-Sum Differential Games with One-Sided Information
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1705
Neural Tangent Kernels Motivate Cross-Covariance Graphs in Neural Networks
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #314
Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #506
GNNs Also Deserve Editing, and They Need It More Than Once
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1900
Conformal Predictions under Markovian Data
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1304
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #412
Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2002
Coresets for Multiple $\ell_p$ Regression
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #902
Position: The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #910
The Entropy Enigma: Success and Failure of Entropy Minimization
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #716
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #211
LangCell: Language-Cell Pre-training for Cell Identity Understanding
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1414
Learning to Explore for Stochastic Gradient MCMC
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1904
Non-stationary Online Convex Optimization with Arbitrary Delays
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2712
RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2801
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1408
Learning Optimal Deterministic Policies with Stochastic Policy Gradients
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #204
VinT-6D: A Large-Scale Object-in-hand Dataset from Vision, Touch and Proprioception
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2316
Efficient Pareto Manifold Learning with Low-Rank Structure
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2508
Trustless Audits without Revealing Data or Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #712
Learning and Forgetting Unsafe Examples in Large Language Models
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2600
DiJiang: Efficient Large Language Models through Compact Kernelization
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1416
Simulation-Based Inference with Quantile Regression
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1806
Minimax Optimality of Score-based Diffusion Models: Beyond the Density Lower Bound Assumptions
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2109
CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2402
Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2117
Causal Representation Learning from Multiple Distributions: A General Setting
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2603
GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #706
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1906
Online Resource Allocation with Non-Stationary Customers
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1314
Diffusion Model-Augmented Behavioral Cloning
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1603
A sampling theory perspective on activations for implicit neural representations
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #302
Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #409
Rolling Diffusion Models
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #507
Class-Imbalanced Graph Learning without Class Rebalancing
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1310
Position: Foundation Agents as the Paradigm Shift for Decision Making
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1504
Debiased Distribution Compression
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2410
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2611
Imitation Learning in Discounted Linear MDPs without exploration assumptions
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #617
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2915
Image Clustering with External Guidance
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #413
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2001
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #415
MILP-FBGen: LP/MILP Instance Generation with Feasibility/Boundedness
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2914
PAPM: A Physics-aware Proxy Model for Process Systems
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2100
Neural Collapse in Multi-label Learning with Pick-all-label Loss
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #513
Topological Neural Networks go Persistent, Equivariant, and Continuous
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #812
Stacking Deep Set Networks and Pooling by Quantiles
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1011
Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2517
Watermarks in the Sand: Impossibility of Strong Watermarking for Language Models
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2201
Compressing Large Language Models by Joint Sparsification and Quantization
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1703
Concentration Inequalities for General Functions of Heavy-Tailed Random Variables
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1607
DAG-Based Column Generation for Adversarial Team Games
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #604
Adaptive Text Watermark for Large Language Models
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1305
RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1501
Kernel Semi-Implicit Variational Inference
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #114
PPFLOW: Target-Aware Peptide Design with Torsional Flow Matching
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1606
More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2411
AegisFL: Efficient and Flexible Privacy-Preserving Byzantine-Robust Cross-silo Federated Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #117
Creative Text-to-Audio Generation via Synthesizer Programming
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2504
Position: Amazing Things Come From Having Many Good Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #700
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #912
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training Data
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1412
Momentum Particle Maximum Likelihood
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2310
One-Shot Strategic Classification Under Unknown Costs
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #102
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #301
IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #511
Graph Mixup on Approximate Gromov–Wasserstein Geodesics
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2115
Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2614
Mechanistic Design and Scaling of Hybrid Architectures
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2616
Improving Sharpness-Aware Minimization by Lookahead
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1110
Piecewise Constant and Linear Regression Trees: An Optimal Dynamic Programming Approach
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1309
Listwise Reward Estimation for Offline Preference-based Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #711
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #601
Causal Inference out of Control: Estimating Performativity without Treatment Randomization
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1100
Overcoming the Optimizer's Curse: Obtaining Realistic Prescriptions from Neural Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #416
Fast Timing-Conditioned Latent Audio Diffusion
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #115
Full-Atom Peptide Design based on Multi-modal Flow Matching
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2700
Position: Why Tabular Foundation Models Should Be a Research Priority
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2305
ViP: A Differentially Private Foundation Model for Computer Vision
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #802
Fewer Truncations Improve Language Modeling
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1908
Two-sided Competing Matching Recommendation Markets With Quota and Complementary Preferences Constraints
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1207
Federated Representation Learning in the Under-Parameterized Regime
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #504
Perfect Alignment May be Poisonous to Graph Contrastive Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1208
Decentralized Convex Finite-Sum Optimization with Better Dependence on Condition Numbers
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2714
Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #417
HumanTOMATO: Text-aligned Whole-body Motion Generation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1115
Enabling Few-Shot Learning with PID Control: A Layer Adaptive Optimizer
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #105
From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #917
Benign Overfitting in Adversarial Training of Neural Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1303
Improving Token-Based World Models with Parallel Observation Prediction
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2804
Adaptive Conformal Inference by Betting
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2107
Weighted distance nearest neighbor condensing
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2103
Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #915
Generalization Bound and New Algorithm for Clean-Label Backdoor Attack
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1307
On the Unexpected Effectiveness of Reinforcement Learning for Sequential Recommendation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1600
A Near-Linear Time Approximation Algorithm for Beyond-Worst-Case Graph Clustering
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1002
Deep Networks Always Grok and Here is Why
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1907
Matroid Semi-Bandits in Sublinear Time
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1411
Automated Statistical Model Discovery with Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #400
StableMask: Refining Causal Masking in Decoder-only Transformer
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #113
FlowMM: Generating Materials with Riemannian Flow Matching
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1313
On the Second-Order Convergence of Biased Policy Gradient Algorithms
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1209
Towards a Better Theoretical Understanding of Independent Subnetwork Training
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1701
On Statistical Learning Theory for Distributional Inputs
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #116
Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2513
Decomposing and Editing Predictions by Modeling Model Computation
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1306
Bayesian Regret Minimization in Offline Bandits
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2210
Multi-View Clustering by Inter-cluster Connectivity Guided Reward
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1203
Faster Adaptive Decentralized Learning Algorithms
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2301
Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1012
MGit: A Model Versioning and Management System
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2003
A Field Guide for Pacing Budget and ROS Constraints
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1902
Gambling-Based Confidence Sequences for Bounded Random Vectors
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #106
Test-Time Degradation Adaptation for Open-Set Image Restoration
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2615
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2317
Representation Surgery for Multi-Task Model Merging
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1215
Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #203
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1315
Bayesian Exploration Networks
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #201
Neural SPH: Improved Neural Modeling of Lagrangian Fluid Dynamics
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #811
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1405
Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game Approach
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #308
Position: The Platonic Representation Hypothesis
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #503
Towards Modular LLMs by Building and Reusing a Library of LoRAs
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #613
Libra: Building Decoupled Vision System on Large Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1300
Discovering Multiple Solutions from a Single Task in Offline Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1204
Ranking-based Client Imitation Selection for Efficient Federated Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1800
Collaborative Learning with Different Labeling Functions
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #705
Getting the most out of your tokenizer for pre-training and domain adaptation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2114
Identification and Estimation for Nonignorable Missing Data: A Data Fusion Approach
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2716
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2610
Quantum Algorithms and Lower Bounds for Finite-Sum Optimization
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #510
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2605
When Will Gradient Regularization Be Harmful?
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2800
Toward Adaptive Reasoning in Large Language Models with Thought Rollback
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #210
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2805
Rejuvenating image-GPT as Strong Visual Representation Learners
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2206
Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #407
Generative Conditional Distributions by Neural (Entropic) Optimal Transport
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1113
Block Acceleration Without Momentum: On Optimal Stepsizes of Block Gradient Descent for Least-Squares
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2406
Trust Regions for Explanations via Black-Box Probabilistic Certification
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2807
Prospective Side Information for Latent MDPs
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2101
Autoencoding Conditional Neural Processes for Representation Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2601
Aligned Objective for Soft-Pseudo-Label Generation in Supervised Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1316
Stochastic Q-learning for Large Discrete Action Spaces
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1111
Parameter-Dependent Competitive Analysis for Online Capacitated Coverage Maximization through Boostings and Attenuations
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #805
STEER: Assessing the Economic Rationality of Large Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2007
A Fixed-Point Approach for Causal Generative Modeling
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2503
Scaling Laws for the Value of Individual Data Points in Machine Learning
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2613
Position: Video as the New Language for Real-World Decision Making
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2111
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #205
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1803
ReLU Network with Width $d+\mathcal{O}(1)$ Can Achieve Optimal Approximation Rate
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1801
Fundamental Limits of Distributed Covariance Matrix Estimation Under Communication Constraints
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #309
A Universal Class of Sharpness-Aware Minimization Algorithms
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2711
Lightweight Image Super-Resolution via Flexible Meta Pruning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #404
Improving Transformers with Dynamically Composable Multi-Head Attention
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2205
Contamination-Resilient Anomaly Detection via Adversarial Learning on Partially-Observed Normal and Anomalous Data
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1707
Impact of Decentralized Learning on Player Utilities in Stackelberg Games
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1308
Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #200
Improved Operator Learning by Orthogonal Attention
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1005
Stationary Latent Weight Inference for Unreliable Observations from Online Test-Time Adaptation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1216
Cross-Domain Policy Adaptation by Capturing Representation Mismatch
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #714
Efficient Exploration for LLMs
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1403
Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2300
Better Locally Private Sparse Estimation Given Multiple Samples Per User
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2216
Robust Multi-Task Learning with Excess Risks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #316
Amortizing Pragmatic Program Synthesis with Rankings
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1901
Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #615
Position: Building Guardrails for Large Language Models Requires Systematic Design
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2408
Understanding the Effects of Iterative Prompting on Truthfulness
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2110
Multiply-Robust Causal Change Attribution
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #515
Recurrent Distance Filtering for Graph Representation Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #911
Tell, Don't Show: Language Guidance Eases Transfer Across Domains in Images and Videos
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2806
Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #214
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #517
On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1302
Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #610
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1409
Constrained Reinforcement Learning Under Model Mismatch
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #306
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2516
Calibration Bottleneck: Over-compressed Representations are Less Calibratable
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #303
Learning Iterative Reasoning through Energy Diffusion
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #908
Stochastic positional embeddings improve masked image modeling
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2809
LASER: Linear Compression in Wireless Distributed Optimization
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #103
Revisiting Context Aggregation for Image Matting
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1604
When and How Does In-Distribution Label Help Out-of-Distribution Detection?
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2707
PIDformer: Transformer Meets Control Theory
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2404
Position: Standardization of Behavioral Use Clauses is Necessary for the Adoption of Responsible Licensing of AI
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #614
ReGAL: Refactoring Programs to Discover Generalizable Abstractions
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2415
AND: Audio Network Dissection for Interpreting Deep Acoustic Models
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1009
Contextual Feature Selection with Conditional Stochastic Gates
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #310
Sharpness-Aware Data Generation for Zero-shot Quantization
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #806
LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2304
Private Truly-Everlasting Robust-Prediction
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1415
PASOA- PArticle baSed Bayesian Optimal Adaptive design
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1413
Improving Neural Additive Models with Bayesian Principles
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1008
Sparsest Models Elude Pruning: An Exposé of Pruning’s Current Capabilities
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1410
Regularized Q-learning through Robust Averaging
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #217
SiBBlInGS: Similarity-driven Building-Block Inference using Graphs across States
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1202
HexGen: Generative Inference of Large Language Model over Heterogeneous Environment
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #800
SelfIE: Self-Interpretation of Large Language Model Embeddings
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #502
Human Alignment of Large Language Models through Online Preference Optimisation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1104
An Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #212
Dirichlet Flow Matching with Applications to DNA Sequence Design
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1211
Turnstile $\ell_p$ leverage score sampling with applications
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #215
convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1107
Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1312
Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #803
R2E: Turning any Github Repository into a Programming Agent Environment
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1706
Generalization Analysis of Deep Non-linear Matrix Completion
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1001
The Effect of Weight Precision on the Neuron Count in Deep ReLU Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2308
Improved Modelling of Federated Datasets using Mixtures-of-Dirichlet-Multinomials
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2004
Position: Tensor Networks are a Valuable Asset for Green AI
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1109
Partial Optimality in the Linear Ordering Problem
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #606
Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1212
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2911
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1010
DsDm: Model-Aware Dataset Selection with Datamodels
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2215
Surprisingly Strong Performance Prediction with Neural Graph Features
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #916
Compositional Curvature Bounds for Deep Neural Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2102
Robustness of Nonlinear Representation Learning
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #202
DiffDA: a Diffusion model for weather-scale Data Assimilation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #401
Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #107
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #709
Codebook Features: Sparse and Discrete Interpretability for Neural Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2313
Position: On the Societal Impact of Open Foundation Models
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2203
Learning Label Shift Correction for Test-Agnostic Long-Tailed Recognition
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2705
An Empirical Study of Realized GNN Expressiveness
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1502
Efficient Mixture Learning in Black-Box Variational Inference
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #905
STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1016
What is Dataset Distillation Learning?
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1805
Slicing Mutual Information Generalization Bounds for Neural Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #312
Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #108
Sub-token ViT Embedding via Stochastic Resonance Transformers
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2315
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2211
InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2816
ODIN: Disentangled Reward Mitigates Hacking in RLHF
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #603
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2506
Improving Prototypical Visual Explanations with Reward Reweighing, Reselection, and Retraining
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2416
Probabilistic Constrained Reinforcement Learning with Formal Interpretability
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1506
Bringing Motion Taxonomies to Continuous Domains via GPLVM on Hyperbolic manifolds
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2500
Scaling Exponents Across Parameterizations and Optimizers
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2604
Vision Transformers as Probabilistic Expansion from Learngene
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #516
DITTO: Diffusion Inference-Time T-Optimization for Music Generation
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2104
Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2311
Position: Technical Research and Talent is Needed for Effective AI Governance
[
Slides]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2810
Fast Sampling-Based Sketches for Tensors
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #608
In-Context Learning Agents Are Asymmetric Belief Updaters
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1101
Efficient Algorithms for Empirical Group Distributionally Robust Optimization and Beyond
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #707
A Closer Look at the Limitations of Instruction Tuning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #402
Incorporating probabilistic domain knowledge into deep multiple instance learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2808
Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2813
Masked Face Recognition with Generative-to-Discriminative Representations
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2403
Recovering the Pre-Fine-Tuning Weights of Generative Models
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1007
Navigating Scaling Laws: Compute Optimality in Adaptive Model Training
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #611
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #703
Position: TrustLLM: Trustworthiness in Large Language Models
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #501
Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2209
High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2303
Copyright Traps for Large Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2606
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 None
Poster Session 2
Invited Talk
Tue Jul 23 06:00 AM -- 07:00 AM (PDT) @ Hall C 1-3 None
The effects of digital technology on youth development in low-and-middle-income countries
Break
Tue Jul 23 07:00 AM -- 07:30 AM (PDT) None
Coffee Break
Oral
Tue Jul 23 07:30 AM -- 07:45 AM (PDT) @ Hall A8 None
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
Oral
Tue Jul 23 07:30 AM -- 07:45 AM (PDT) @ Hall A2 None
How Private are DP-SGD Implementations?
Oral
Tue Jul 23 07:30 AM -- 07:45 AM (PDT) @ Straus 1-3 None
Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape
Oral
Tue Jul 23 07:30 AM -- 07:45 AM (PDT) @ Hall A1 None
Position: Technical Research and Talent is Needed for Effective AI Governance
[
Slides]
Oral
Tue Jul 23 07:30 AM -- 07:45 AM (PDT) @ Hall C 1-3 None
Position: The Platonic Representation Hypothesis
Oral
Tue Jul 23 07:30 AM -- 07:45 AM (PDT) @ Lehar 1-4 None
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation
Oral
Tue Jul 23 07:30 AM -- 08:30 AM (PDT) @ Hall C 1-3 None
Oral 2A Representation Learning 1
Oral
Tue Jul 23 07:30 AM -- 08:30 AM (PDT) @ Hall A1 None
Oral 2B Positions on AI Opportunities and Risks for Society
Oral
Tue Jul 23 07:30 AM -- 08:30 AM (PDT) @ Hall A2 None
Oral 2C Privacy
Oral
Tue Jul 23 07:30 AM -- 08:30 AM (PDT) @ Hall A8 None
Oral 2D Music and audio
Oral
Tue Jul 23 07:30 AM -- 08:30 AM (PDT) @ Straus 1-3 None
Oral 2E Attention
Oral
Tue Jul 23 07:30 AM -- 08:30 AM (PDT) @ Lehar 1-4 None
Oral 2F Efficient LLMs
Oral
Tue Jul 23 07:45 AM -- 08:00 AM (PDT) @ Straus 1-3 None
I/O Complexity of Attention, or How Optimal is FlashAttention?
[
Slides]
Oral
Tue Jul 23 07:45 AM -- 08:00 AM (PDT) @ Hall A1 None
Position: AI-Powered Autonomous Weapons Risk Geopolitical Instability and Threaten AI Research
[
Slides]
Oral
Tue Jul 23 07:45 AM -- 08:00 AM (PDT) @ Hall A2 None
Private Truly-Everlasting Robust-Prediction
Oral
Tue Jul 23 07:45 AM -- 08:00 AM (PDT) @ Hall C 1-3 None
Robustness of Nonlinear Representation Learning
Oral
Tue Jul 23 07:45 AM -- 08:00 AM (PDT) @ Lehar 1-4 None
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
[
Slides]
Oral
Tue Jul 23 07:45 AM -- 08:00 AM (PDT) @ Hall A8 None
DITTO: Diffusion Inference-Time T-Optimization for Music Generation
[
Slides]
Oral
Tue Jul 23 08:00 AM -- 08:15 AM (PDT) @ Hall A1 None
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
Oral
Tue Jul 23 08:00 AM -- 08:15 AM (PDT) @ Hall C 1-3 None
Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks
Oral
Tue Jul 23 08:00 AM -- 08:15 AM (PDT) @ Lehar 1-4 None
DiJiang: Efficient Large Language Models through Compact Kernelization
Oral
Tue Jul 23 08:00 AM -- 08:15 AM (PDT) @ Hall A2 None
ViP: A Differentially Private Foundation Model for Computer Vision
Oral
Tue Jul 23 08:00 AM -- 08:15 AM (PDT) @ Straus 1-3 None
Improving Transformers with Dynamically Composable Multi-Head Attention
Oral
Tue Jul 23 08:00 AM -- 08:15 AM (PDT) @ Hall A8 None
Fast Timing-Conditioned Latent Audio Diffusion
Oral
Tue Jul 23 08:15 AM -- 08:30 AM (PDT) @ Straus 1-3 None
Less is More: on the Over-Globalizing Problem in Graph Transformers
Oral
Tue Jul 23 08:15 AM -- 08:30 AM (PDT) @ Hall A2 None
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs
Oral
Tue Jul 23 08:15 AM -- 08:30 AM (PDT) @ Lehar 1-4 None
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
Oral
Tue Jul 23 08:15 AM -- 08:30 AM (PDT) @ Hall A1 None
Position: On the Societal Impact of Open Foundation Models
Oral
Tue Jul 23 08:15 AM -- 08:30 AM (PDT) @ Hall C 1-3 None
Rejuvenating image-GPT as Strong Visual Representation Learners
Oral
Tue Jul 23 08:15 AM -- 08:30 AM (PDT) @ Hall A8 None
Listenable Maps for Audio Classifiers
[
Slides]
Registration Desk
Tue Jul 23 11:30 PM -- 09:00 AM (PDT) @ Hall A Foyer None
Registration
Workshop
Wed Jul 24 12:00 AM -- 07:00 AM (PDT) @ Schubert 1 - 6 None
Women in Machine Learning (WiML) Symposium at ICML 2024
Invited Talk
Wed Jul 24 12:00 AM -- 01:00 AM (PDT) @ Hall C 1-3 None
Gondzo - Charting a Path for African Low-Resource Languages: A Multifaceted Approach to Research and Development
Break
Wed Jul 24 01:00 AM -- 01:30 AM (PDT) None
Coffee Break
Oral
Wed Jul 24 01:30 AM -- 01:45 AM (PDT) @ Straus 1-3 None
Position: Measure Dataset Diversity, Don't Just Claim It
Oral
Wed Jul 24 01:30 AM -- 01:45 AM (PDT) @ Hall A1 None
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
[
Slides]
Oral
Wed Jul 24 01:30 AM -- 01:45 AM (PDT) @ Hall C 1-3 None
Position: Automatic Environment Shaping is the Next Frontier in RL
[
Slides]
Oral
Wed Jul 24 01:30 AM -- 01:45 AM (PDT) @ Hall A8 None
Active Statistical Inference
Oral
Wed Jul 24 01:30 AM -- 01:45 AM (PDT) @ Lehar 1-4 None
Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning
Oral
Wed Jul 24 01:30 AM -- 01:45 AM (PDT) @ Hall A2 None
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
[
Slides]
Oral
Wed Jul 24 01:30 AM -- 02:30 AM (PDT) @ Hall C 1-3 None
Oral 3A Reinforcement Learning 1
Oral
Wed Jul 24 01:30 AM -- 02:30 AM (PDT) @ Hall A1 None
Oral 3B Diffusion Models
Oral
Wed Jul 24 01:30 AM -- 02:30 AM (PDT) @ Hall A2 None
Oral 3C LLMs: Code and Arithmetic
Oral
Wed Jul 24 01:30 AM -- 02:30 AM (PDT) @ Hall A8 None
Oral 3D Probabilistic Inference
Oral
Wed Jul 24 01:30 AM -- 02:30 AM (PDT) @ Straus 1-3 None
Oral 3E Data and Society
Oral
Wed Jul 24 01:30 AM -- 02:30 AM (PDT) @ Lehar 1-4 None
Oral 3F Causality
Oral
Wed Jul 24 01:45 AM -- 02:00 AM (PDT) @ Lehar 1-4 None
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
[
Slides]
Oral
Wed Jul 24 01:45 AM -- 02:00 AM (PDT) @ Hall A2 None
SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code
Oral
Wed Jul 24 01:45 AM -- 02:00 AM (PDT) @ Hall C 1-3 None
Pausing Policy Learning in Non-stationary Reinforcement Learning
Oral
Wed Jul 24 01:45 AM -- 02:00 AM (PDT) @ Hall A1 None
Mean-field Chaos Diffusion Models
Oral
Wed Jul 24 01:45 AM -- 02:00 AM (PDT) @ Hall A8 None
Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference
Oral
Wed Jul 24 01:45 AM -- 02:00 AM (PDT) @ Straus 1-3 None
Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
Oral
Wed Jul 24 02:00 AM -- 02:15 AM (PDT) @ Hall C 1-3 None
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts
[
Slides]
Oral
Wed Jul 24 02:00 AM -- 02:15 AM (PDT) @ Hall A2 None
Interpreting and Improving Large Language Models in Arithmetic Calculation
Oral
Wed Jul 24 02:00 AM -- 02:15 AM (PDT) @ Hall A1 None
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
Oral
Wed Jul 24 02:00 AM -- 02:15 AM (PDT) @ Straus 1-3 None
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
Oral
Wed Jul 24 02:00 AM -- 02:15 AM (PDT) @ Hall A8 None
Probabilistic Generating Circuits - Demystified
[
Slides]
Oral
Wed Jul 24 02:00 AM -- 02:15 AM (PDT) @ Lehar 1-4 None
Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments
[
Slides]
Oral
Wed Jul 24 02:15 AM -- 02:30 AM (PDT) @ Hall C 1-3 None
Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning
Oral
Wed Jul 24 02:15 AM -- 02:30 AM (PDT) @ Hall A8 None
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
Oral
Wed Jul 24 02:15 AM -- 02:30 AM (PDT) @ Hall A1 None
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Oral
Wed Jul 24 02:15 AM -- 02:30 AM (PDT) @ Lehar 1-4 None
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
Oral
Wed Jul 24 02:15 AM -- 02:30 AM (PDT) @ Hall A2 None
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
Oral
Wed Jul 24 02:15 AM -- 02:30 AM (PDT) @ Straus 1-3 None
Differentiable Mapper for Topological Optimization of Data Representation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #815
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2404
Fair Off-Policy Learning from Observational Data
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1114
Learning Associative Memories with Gradient Descent
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2114
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #602
How Learning by Reconstruction Produces Uninformative Features For Perception
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #812
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2703
Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1002
Ensemble Pruning for Out-of-distribution Generalization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2112
Conditional Common Entropy for Instrumental Variable Testing and Partial Identification
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #417
Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1708
Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1410
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1302
SiT: Symmetry-invariant Transformers for Generalisation in Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #600
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1501
Stable Differentiable Causal Discovery
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #305
Leveraging Attractor Dynamics in Spatial Navigation for Better Language Parsing
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2307
Disparate Impact on Group Accuracy of Linearization for Private Inference
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2510
SqueezeLLM: Dense-and-Sparse Quantization
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #317
SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1502
Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #810
Online Cascade Learning for Efficient Inference over Streams
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #809
Watermark Stealing in Large Language Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1705
Optimal Coresets for Low-Dimensional Geometric Median
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1902
Probabilistic Generating Circuits - Demystified
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #914
Distinguishing the Knowable from the Unknowable with Language Models
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1506
Robust and Conjugate Gaussian Process Regression
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1905
Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #102
Scale-Free Image Keypoints Using Differentiable Persistent Homology
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2103
Generalization in Kernel Regression Under Realistic Assumptions
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2516
Position: Explain to Question not to Justify
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2108
Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1601
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1012
How Spurious Features are Memorized: Precise Analysis for Random and NTK Features
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2512
Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms
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Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #716
On dimensionality of feature vectors in MPNNs
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1606
Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2417
Semantically-correlated memories in a dense associative model
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #110
Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #311
Successor Features for Efficient Multi-Subject Controlled Text Generation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2315
Auditing Private Prediction
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2302
Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2707
Offline Transition Modeling via Contrastive Energy Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1800
High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2401
GRATH: Gradual Self-Truthifying for Large Language Models
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2717
Leveraging (Biased) Information: Multi-armed Bandits with Offline Data
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #214
MS-TIP: Imputation Aware Pedestrian Trajectory Prediction
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2715
$\mathtt{VITS}$ : Variational Inference Thompson Sampling for contextual bandits
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1603
Multi-View Stochastic Block Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #513
A2Q+: Improving Accumulator-Aware Weight Quantization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #411
Harmonizing Generalization and Personalization in Federated Prompt Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2104
Boosting Offline Optimizers with Surrogate Sensitivity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1808
Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1003
An Unsupervised Approach for Periodic Source Detection in Time Series
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1005
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2207
Network Tight Community Detection
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #706
Multicalibration for Confidence Scoring in LLMs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #406
Convex and Bilevel Optimization for Neural-Symbolic Inference and Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1107
Spectral Preconditioning for Gradient Methods on Graded Non-convex Functions
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #911
Improving Factuality and Reasoning in Language Models through Multiagent Debate
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2812
Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #414
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2808
Keypoint-based Progressive Chain-of-Thought Distillation for LLMs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #203
Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1304
Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2408
Trustworthy Actionable Perturbations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #309
PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1009
Towards Theoretical Understandings of Self-Consuming Generative Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2502
Reflective Policy Optimization
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1806
Testing the Feasibility of Linear Programs with Bandit Feedback
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2813
A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #205
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1803
Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #312
LLark: A Multimodal Instruction-Following Language Model for Music
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #401
Reinforcement Learning within Tree Search for Fast Macro Placement
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #816
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #608
E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #412
Fine-grained Classes and How to Find Them
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1604
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1801
EDISON: Enhanced Dictionary-Induced Tensorized Incomplete Multi-View Clustering with Gaussian Error Rank Minimization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2303
Predictive Performance Comparison of Decision Policies Under Confounding
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2605
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1103
Riemannian coordinate descent algorithms on matrix manifolds
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #910
Prototypical Transformer As Unified Motion Learners
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #501
Data-efficient Large Vision Models through Sequential Autoregression
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1001
Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #512
Two Tales of Single-Phase Contrastive Hebbian Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1701
Criterion Collapse and Loss Distribution Control
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1903
Enhancing Sufficient Dimension Reduction via Hellinger Correlation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2704
SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #300
High-Performance Temporal Reversible Spiking Neural Networks with $\mathcal{O}(L)$ Training Memory and $\mathcal{O}(1)$ Inference Cost
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2810
InstructSpeech: Following Speech Editing Instructions via Large Language Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #111
Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1100
Faster Sampling via Stochastic Gradient Proximal Sampler
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2608
Vanilla Bayesian Optimization Performs Great in High Dimensions
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2409
Attribution-based Explanations that Provide Recourse Cannot be Robust
[
JMLR]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1213
ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1212
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #117
SuDA: Support-based Domain Adaptation for Sim2Real Hinge Joint Tracking with Flexible Sensors
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #603
Graph Generation with Diffusion Mixture
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #903
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1409
Position: Benchmarking is Limited in Reinforcement Learning Research
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1500
Challenges and Considerations in the Evaluation of Bayesian Causal Discovery
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2708
An Improved Finite-time Analysis of Temporal Difference Learning with Deep Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1006
Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #613
Estimating Barycenters of Distributions with Neural Optimal Transport
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2205
A General Online Algorithm for Optimizing Complex Performance Metrics
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1008
No Free Prune: Information-Theoretic Barriers to Pruning at Initialization
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1607
Towards Understanding Inductive Bias in Transformers: A View From Infinity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1413
Robust Inverse Graphics via Probabilistic Inference
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #416
SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1313
Pausing Policy Learning in Non-stationary Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #715
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #109
Drug Discovery with Dynamic Goal-aware Fragments
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1104
Supervised Matrix Factorization: Local Landscape Analysis and Applications
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #813
Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2000
Eluder-based Regret for Stochastic Contextual MDPs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2306
Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2801
Completing Visual Objects via Bridging Generation and Segmentation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2110
A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1507
Preventing Model Collapse in Gaussian Process Latent Variable Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #901
Measuring Stochastic Data Complexity with Boltzmann Influence Functions
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2609
Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1307
Combining Experimental and Historical Data for Policy Evaluation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #400
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2201
Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #601
Non-confusing Generation of Customized Concepts in Diffusion Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1403
HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #916
Decoding-time Realignment of Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2506
DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1017
Amortized Equation Discovery in Hybrid Dynamical Systems
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #204
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1105
Symmetric Matrix Completion with ReLU Sampling
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1102
High-Probability Bound for Non-Smooth Non-Convex Stochastic Optimization with Heavy Tails
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2300
Building Socially-Equitable Public Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1706
Non-Vacuous Generalization Bounds for Large Language Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2504
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2312
How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #316
CauDiTS: Causal Disentangled Domain Adaptation of Multivariate Time Series
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1317
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1400
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #212
RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2515
Faithfulness Measurable Masked Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2702
Auto-Regressive Next-Token Predictors are Universal Learners
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1704
Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #207
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2001
No-Regret Reinforcement Learning in Smooth MDPs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1016
Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1013
The Illusion of State in State-Space Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #115
CLIPZyme: Reaction-Conditioned Virtual Screening of Enzymes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1702
Can Implicit Bias Imply Adversarial Robustness?
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2414
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2106
OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1408
Truly No-Regret Learning in Constrained MDPs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1412
Density Ratio Estimation with Doubly Strong Robustness
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2203
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2314
Differentially private exact recovery for stochastic block models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #304
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1113
Differentiable Mapper for Topological Optimization of Data Representation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1602
Bayesian Program Learning by Decompiling Amortized Knowledge
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2613
Auto-Encoding Morph-Tokens for Multimodal LLM
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2602
Trainable Transformer in Transformer
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2800
Mean-field Chaos Diffusion Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1112
LPGD: A General Framework for Backpropagation through Embedded Optimization Layers
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2804
UPOCR: Towards Unified Pixel-Level OCR Interface
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2217
The Relative Value of Prediction in Algorithmic Decision Making
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #609
Interpreting and Improving Diffusion Models from an Optimization Perspective
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2102
Transport of Algebraic Structure to Latent Embeddings
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #606
Cross-view Masked Diffusion Transformers for Person Image Synthesis
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1405
Near-Optimal Reinforcement Learning with Self-Play under Adaptivity Constraints
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #811
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #410
To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #700
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #801
Position: Key Claims in LLM Research Have a Long Tail of Footnotes
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1908
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1503
Parallel Affine Transformation Tuning of Markov Chain Monte Carlo
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1417
Simultaneous identification of models and parameters of scientific simulators
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2216
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2204
On Multi-Armed Bandit with Impatient Arms
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2513
How Far Can Fairness Constraints Help Recover From Biased Data?
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2206
Reducing sequential change detection to sequential estimation
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #508
InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #711
Sparse is Enough in Fine-tuning Pre-trained Large Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1805
Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2406
Designing Decision Support Systems using Counterfactual Prediction Sets
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #710
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1802
Regression Learning with Limited Observations of Multivariate Outcomes and Features
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2706
Community-Invariant Graph Contrastive Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1906
Learning Solution-Aware Transformers for Efficiently Solving Quadratic Assignment Problem
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2714
Position: What makes an image realistic?
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1101
A New Branch-and-Bound Pruning Framework for $\ell_0$-Regularized Problems
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #302
Position: Enforced Amnesia as a Way to Mitigate the Potential Risk of Silent Suffering in the Conscious AI
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2109
Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1807
Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #713
Coactive Learning for Large Language Models using Implicit User Feedback
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #409
How to Leverage Diverse Demonstrations in Offline Imitation Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2316
Proactive DP: A Multiple Target Optimization Framework for DP-SGD
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2503
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #107
Towards Unified Multi-granularity Text Detection with Interactive Attention
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2412
Total Variation Floodgate for Variable Importance Inference in Classification
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2710
Transforming and Combining Rewards for Aligning Large Language Models
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #803
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2202
Efficient Online Set-valued Classification with Bandit Feedback
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #303
Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2317
Position: AI/ML Influencers Have a Place in the Academic Process
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #415
Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2311
Ditto: Quantization-aware Secure Inference of Transformers upon MPC
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #113
FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #108
PointMC: Multi-instance Point Cloud Registration based on Maximal Cliques
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1804
Borda Regret Minimization for Generalized Linear Dueling Bandits
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2403
A Theory of Fault-Tolerant Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2211
Federated Neuro-Symbolic Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #808
Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1106
Exponential Spectral Pursuit: An Effective Initialization Method for Sparse Phase Retrieval
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1202
Offline Multi-Objective Optimization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2308
Balancing Similarity and Complementarity for Federated Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #216
Probabilistic Time Series Modeling with Decomposable Denoising Diffusion Model
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1907
Handling Heterogeneous Curvatures in Bandit LQR Control
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1406
Sample-Efficient Multiagent Reinforcement Learning with Reset Replay
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #310
UniAudio: Towards Universal Audio Generation with Large Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1700
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2501
Junk DNA Hypothesis: Pruning Small Pre-Trained Weights $\textit{Irreversibly}$ and $\textit{Monotonically}$ Impairs ``Difficult" Downstream Tasks in LLMs
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2006
Uncertainty Estimation by Density Aware Evidential Deep Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1217
Learning Causal Dynamics Models in Object-Oriented Environments
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1308
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #209
Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2004
More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1203
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2806
Understanding and Diagnosing Deep Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #900
Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2612
Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2604
Switchable Decision: Dynamic Neural Generation Networks
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #704
Interpreting and Improving Large Language Models in Arithmetic Calculation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2402
Distributionally Robust Data Valuation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #611
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1015
Neural Jump-Diffusion Temporal Point Processes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #712
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2215
Position: Measure Dataset Diversity, Don't Just Claim It
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2507
Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning? A Theoretical Perspective
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2713
Self-Infilling Code Generation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2705
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1900
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2711
Sequential Kernel Goodness-of-fit Testing
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #614
GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2611
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #515
Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2413
Understanding Inter-Concept Relationships in Concept-Based Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #202
Multimodal Prototyping for cancer survival prediction
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #215
Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2610
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #307
StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #908
From Neurons to Neutrons: A Case Study in Interpretability
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1011
Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #208
A Neural-Preconditioned Poisson Solver for Mixed Dirichlet and Neumann Boundary Conditions
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2600
A General Framework for Sequential Decision-Making under Adaptivity Constraints
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2811
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1210
Recurrent Early Exits for Federated Learning with Heterogeneous Clients
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #805
MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1312
RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #206
Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1215
Acquiring Diverse Skills using Curriculum Reinforcement Learning with Mixture of Experts
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2807
Projecting Molecules into Synthesizable Chemical Spaces
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #802
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2005
Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #517
On a Neural Implementation of Brenier's Polar Factorization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #511
SparQ Attention: Bandwidth-Efficient LLM Inference
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #211
Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #112
Equivariant Diffusion for Crystal Structure Prediction
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2815
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1216
Rich-Observation Reinforcement Learning with Continuous Latent Dynamics
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #516
Sparse Dimensionality Reduction Revisited
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #200
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1310
Information-Directed Pessimism for Offline Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1608
Differentially Private Domain Adaptation with Theoretical Guarantees
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2816
FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1306
Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #714
Unsupervised Parameter-free Simplicial Representation Learning with Scattering Transforms
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #413
Efficient Precision and Recall Metrics for Assessing Generative Models using Hubness-aware Sampling
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2405
An Empirical Study Into What Matters for Calibrating Vision-Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1316
Position: Automatic Environment Shaping is the Next Frontier in RL
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1411
Learning to Scale Logits for Temperature-Conditional GFlowNets
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2701
Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #814
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #301
Revealing Vision-Language Integration in the Brain with Multimodal Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2601
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1204
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2606
Collage: Light-Weight Low-Precision Strategy for LLM Training
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #313
SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #616
PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design
[
JMLR]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2113
Causal Discovery with Fewer Conditional Independence Tests
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #314
Predicting Dose-Response Curves with Deep Neural Networks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1014
Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2607
Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2514
Individual Fairness in Graph Decomposition
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2616
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #912
Agent Instructs Large Language Models to be General Zero-Shot Reasoners
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #403
Learning Linear Block Error Correction Codes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1206
Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1201
Promoting External and Internal Equities Under Ex-Ante/Ex-Post Metrics in Online Resource Allocation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1205
Bayesian Optimization of Function Networks with Partial Evaluations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #100
BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #804
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2805
Effective Federated Graph Matching
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2212
Federated Continual Learning via Prompt-based Dual Knowledge Transfer
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #213
SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2310
Privacy Profiles for Private Selection
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2509
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1115
Differentiable Model Scaling using Differentiable Topk
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1504
Energy-Efficient Gaussian Processes Using Low-Precision Arithmetic
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2309
Differentially Private Decentralized Learning with Random Walks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #308
ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #905
Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1301
Bridging Environments and Language with Rendering Functions and Vision-Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1010
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1007
Asymptotics of feature learning in two-layer networks after one gradient-step
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2615
Towards Realistic Model Selection for Semi-supervised Learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #504
DFlow: A Generative Model Combining Denoising AutoEncoder and Normalizing Flow for High Fidelity Waveform Generation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #913
Provably Robust DPO: Aligning Language Models with Noisy Feedback
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2400
Beyond the Norms: Detecting Prediction Errors in Regression Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2208
Learning Universal Predictors
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2411
Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2407
Diversified Batch Selection for Training Acceleration
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2517
Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #703
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2700
An Explicit Frame Construction for Normalizing 3D Point Clouds
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1315
Distributional Bellman Operators over Mean Embeddings
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #701
WAVES: Benchmarking the Robustness of Image Watermarks
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2415
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #315
Cell2Sentence: Teaching Large Language Models the Language of Biology
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2709
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1416
Listening to the noise: Blind Denoising with Gibbs Diffusion
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #717
GATE: How to Keep Out Intrusive Neighbors
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2301
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #915
Better & Faster Large Language Models via Multi-token Prediction
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1901
Hierarchical Integral Probability Metrics: A distance on random probability measures with low sample complexity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2313
Differentially Private Representation Learning via Image Captioning
[
Slides]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1311
PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2214
Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2100
Dynamic Facility Location in High Dimensional Euclidean Spaces
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2817
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #103
Gradient-based Visual Explanation for Transformer-based CLIP
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #817
Conditional Language Learning with Context
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1300
Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1214
Risk Aware Benchmarking of Large Language Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #507
CHAI: Clustered Head Attention for Efficient LLM Inference
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1505
Amortized Variational Deep Kernel Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #405
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #612
What’s the score? Automated Denoising Score Matching for Nonlinear Diffusions
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2101
Stochastic Interpolants with Data-Dependent Couplings
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #902
Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2002
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #407
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2802
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #607
SMaRt: Improving GANs with Score Matching Regularity
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #610
Disentanglement Learning via Topology
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2803
SILVER: Single-loop variance reduction and application to federated learning
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1207
Accelerating Federated Learning with Quick Distributed Mean Estimation
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #806
Stay on Topic with Classifier-Free Guidance
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2111
Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #909
USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1309
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #408
Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks?
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2712
Controlled Decoding from Language Models
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1117
One Meta-tuned Transformer is What You Need for Few-shot Learning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #708
In-Context Language Learning: Architectures and Algorithms
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #514
Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2917
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2500
The Emergence of Reproducibility and Consistency in Diffusion Models
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1508
Physics and Lie symmetry informed Gaussian processes
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2116
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2916
MLI Formula: A Nearly Scale-Invariant Solution with Noise Perturbation
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #104
EvTexture: Event-driven Texture Enhancement for Video Super-Resolution
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1605
Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration
[
Poster]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #800
Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2511
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #201
Learning to Infer Generative Template Programs for Visual Concepts
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1404
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #503
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2617
Language Models as Science Tutors
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #500
D-Flow: Differentiating through Flows for Controlled Generation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2305
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #502
Don't be so Negative! Score-based Generative Modeling with Oracle-assisted Guidance
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1407
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1209
Integrated Hardware Architecture and Device Placement Search
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1110
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 None
Poster Session 3
Break
Wed Jul 24 03:30 AM -- 05:00 AM (PDT) None
Hosted Lunch
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2703
Flexible Residual Binarization for Image Super-Resolution
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #102
DRCT: Diffusion Reconstruction Contrastive Training towards Universal Detection of Diffusion Generated Images
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1806
Randomized Confidence Bounds for Stochastic Partial Monitoring
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1908
Run-Time Task Composition with Safety Semantics
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #804
Larimar: Large Language Models with Episodic Memory Control
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #609
Evaluating Quantized Large Language Models
[
Slides]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2516
Position: Intent-aligned AI Systems Must Optimize for Agency Preservation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #313
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1808
Performance Bounds for Active Binary Testing with Information Maximization
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2201
Position: Why We Must Rethink Empirical Research in Machine Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #301
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2401
Performative Prediction with Bandit Feedback: Learning through Reparameterization
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2317
Fair Federated Learning via the Proportional Veto Core
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #707
MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1301
Position: Evolving AI Collectives Enhance Human Diversity and Enable Self-Regulation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #607
NExT: Teaching Large Language Models to Reason about Code Execution
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2207
Mean Estimation in the Add-Remove Model of Differential Privacy
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1902
Causal Effect Identification in LiNGAM Models with Latent Confounders
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2509
A Geometric Decomposition of Finite Games: Convergence vs. Recurrence under Exponential Weights
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #414
Guidance with Spherical Gaussian Constraint for Conditional Diffusion
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1400
A Bayesian Approach to Online Planning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2602
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1101
Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #903
Keep the Momentum: Conservation Laws beyond Euclidean Gradient Flows
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #716
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1310
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1703
$H$-Consistency Guarantees for Regression
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #210
A decoder-only foundation model for time-series forecasting
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1411
Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #712
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2608
Explain Temporal Black-Box Models via Functional Decomposition
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1702
Characterizing ResNet's Universal Approximation Capability
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #509
Uncertainty for Active Learning on Graphs
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2409
MD tree: a model-diagnostic tree grown on loss landscape
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2600
Training-Free Long-Context Scaling of Large Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2006
Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1805
Finite Time Logarithmic Regret Bounds for Self-Tuning Regulation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2305
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1308
In value-based deep reinforcement learning, a pruned network is a good network
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2215
Conformal Prediction Sets Improve Human Decision Making
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1706
Understanding the Impact of Introducing Constraints at Inference Time on Generalization Error
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #703
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #100
Statistical Inference Under Constrained Selection Bias
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1105
Position: Leverage Foundational Models for Black-Box Optimization
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1016
Dynamic Correlation Clustering in Sublinear Update Time
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1600
How Transformers Learn Causal Structure with Gradient Descent
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #710
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1413
A connection between Tempering and Entropic Mirror Descent
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #807
PICLe: Eliciting Diverse Behaviors from Large Language Models with Persona In-Context Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #615
MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #706
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1907
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #604
CLLMs: Consistency Large Language Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #912
Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2700
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #411
GenCO: Generating Diverse Designs with Combinatorial Constraints
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2402
SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #500
Token-level Direct Preference Optimization
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #206
Learning Reward for Robot Skills Using Large Language Models via Self-Alignment
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #709
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2300
Extracting Training Data From Document-Based VQA Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1200
PcLast: Discovering Plannable Continuous Latent States
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #317
Breaking through the learning plateaus of in-context learning in Transformer
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1406
Estimating Unknown Population Sizes Using the Hypergeometric Distribution
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1800
Factored-Reward Bandits with Intermediate Observations
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1708
Generalization Analysis for Multi-Label Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #715
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #811
SCoRe: Submodular Combinatorial Representation Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1102
LQER: Low-Rank Quantization Error Reconstruction for LLMs
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2113
Implicit Representations for Constrained Image Segmentation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2614
What Can Transformer Learn with Varying Depth? Case Studies on Sequence Learning Tasks
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2312
Compact Optimality Verification for Optimization Proxies
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #906
Sliding Down the Stairs: How Correlated Latent Variables Accelerate Learning with Neural Networks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2404
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1507
Sobolev Space Regularised Pre Density Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1502
Understanding Unimodal Bias in Multimodal Deep Linear Networks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #117
Position: Data-driven Discovery with Large Generative Models
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1207
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #101
Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #400
Transformers, parallel computation, and logarithmic depth
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #208
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2008
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #816
Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1201
Uncertainty-Aware Reward-Free Exploration with General Function Approximation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2007
Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #503
Comparing Graph Transformers via Positional Encodings
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #612
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #608
Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #809
ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2515
Large Scale Dataset Distillation with Domain Shift
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1408
A Computational Framework for Solving Wasserstein Lagrangian Flows
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2609
Simplicity Bias via Global Convergence of Sharpness Minimization
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #910
Rethinking Adversarial Robustness in the Context of the Right to be Forgotten
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2217
How do Large Language Models Navigate Conflicts between Honesty and Helpfulness?
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2002
Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2400
TimeX++: Learning Time-Series Explanations with Information Bottleneck
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2713
Q-value Regularized Transformer for Offline Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2114
Neural-Kernel Conditional Mean Embeddings
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2203
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1707
Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1100
Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #413
Improving Adversarial Energy-Based Model via Diffusion Process
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #806
On Prompt-Driven Safeguarding for Large Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2706
Flora: Low-Rank Adapters Are Secretly Gradient Compressors
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #103
ERQ: Error Reduction for Post-Training Quantization of Vision Transformers
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1905
Reweighted Solutions for Weighted Low Rank Approximation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2717
A3S: A General Active Clustering Method with Pairwise Constraints
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1414
Improving Gradient-Guided Nested Sampling for Posterior Inference
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1403
Reinforcement Learning from Reachability Specifications: PAC Guarantees with Expected Conditional Distance
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2206
Trained Random Forests Completely Reveal your Dataset
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1804
Online Learning under Budget and ROI Constraints via Weak Adaptivity
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2304
AI Alignment with Changing and Influenceable Reward Functions
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1208
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2116
Ambiguity-Aware Abductive Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1107
Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #407
Memory Efficient Neural Processes via Constant Memory Attention Block
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2611
Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2800
Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2208
Differentially Private Bias-Term Fine-tuning of Foundation Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #409
Compositional Image Decomposition with Diffusion Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1017
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #304
Memorization Through the Lens of Curvature of Loss Function Around Samples
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1008
Towards Efficient Spiking Transformer: a Token Sparsification Framework for Training and Inference Acceleration
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2707
Offline Actor-Critic Reinforcement Learning Scales to Large Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #412
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #204
3D-VLA: A 3D Vision-Language-Action Generative World Model
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1214
Optimal Batched Linear Bandits
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1407
Random matrix theory improved Fréchet mean of symmetric positive definite matrices
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2610
BAGEL: Bootstrapping Agents by Guiding Exploration with Language
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #803
GPT-4V(ision) is a Generalist Web Agent, if Grounded
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1007
Towards Causal Foundation Model: on Duality between Optimal Balancing and Attention
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #212
Speech Self-Supervised Learning Using Diffusion Model Synthetic Data
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1104
Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1506
Winner-takes-all learners are geometry-aware conditional density estimators
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #205
Position: Scaling Simulation is Neither Necessary Nor Sufficient for In-the-Wild Robot Manipulation
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #802
Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2715
Fast Decision Boundary based Out-of-Distribution Detector
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2705
Understanding Heterophily for Graph Neural Networks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1116
Measures of diversity and space-filling designs for categorical data
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2200
On the Origins of Linear Representations in Large Language Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1801
Nash Incentive-compatible Online Mechanism Learning via Weakly Differentially Private Online Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2212
Differentially Private Sum-Product Networks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #512
Editing Partially Observable Networks via Graph Diffusion Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2202
The Role of Learning Algorithms in Collective Action
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1213
Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #207
CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1606
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2413
Monotone Individual Fairness
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #517
Diffuse, Sample, Project: Plug-And-Play Controllable Graph Generation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #416
On Mechanistic Knowledge Localization in Text-to-Image Generative Models
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #911
VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #516
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1115
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #505
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #303
Plug-and-Play image restoration with Stochastic deNOising REgularization
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1605
On the Asymptotic Distribution of the Minimum Empirical Risk
[
Slides]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1405
A Distributional Analogue to the Successor Representation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #603
Image Hijacks: Adversarial Images can Control Generative Models at Runtime
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2309
A Theoretical Analysis of Backdoor Poisoning Attacks in Convolutional Neural Networks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2603
LoRA+: Efficient Low Rank Adaptation of Large Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #305
Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformer
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1012
Understanding the Training Speedup from Sampling with Approximate Losses
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2117
Operator SVD with Neural Networks via Nested Low-Rank Approximation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2001
Off-policy Evaluation Beyond Overlap: Sharp Partial Identification Under Smoothness
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #506
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #713
Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2411
Attention Meets Post-hoc Interpretability: A Mathematical Perspective
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1001
Premise Order Matters in Reasoning with Large Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1005
Experts Don't Cheat: Learning What You Don't Know By Predicting Pairs
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1601
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2605
DetKDS: Knowledge Distillation Search for Object Detectors
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1417
Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2214
PerceptAnon: Exploring the Human Perception of Image Anonymization Beyond Pseudonymization for GDPR
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2210
PriorBoost: An Adaptive Algorithm for Learning from Aggregate Responses
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1901
Jacobian Regularizer-based Neural Granger Causality
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #606
Position: Stop Making Unscientific AGI Performance Claims
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #111
Improving Antibody Humanness Prediction using Patent Data
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #415
Feedback Efficient Online Fine-Tuning of Diffusion Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #905
On the Weight Dynamics of Deep Normalized Networks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2205
The Fundamental Limits of Least-Privilege Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #514
Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #106
Position: Mission Critical – Satellite Data is a Distinct Modality in Machine Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1113
Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #808
FrameQuant: Flexible Low-Bit Quantization for Transformers
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2316
Augmenting Decision with Hypothesis in Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2701
A Minimaximalist Approach to Reinforcement Learning from Human Feedback
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #914
Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1215
Model-based Reinforcement Learning for Confounded POMDPs
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #408
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2514
On the Calibration of Human Pose Estimation
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #610
Evolving Subnetwork Training for Large Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #704
ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #405
Algorithm and Hardness for Dynamic Attention Maintenance in Large Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #508
Cooperative Graph Neural Networks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #902
When Representations Align: Universality in Representation Learning Dynamics
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2108
Positive and Unlabeled Learning with Controlled Probability Boundary Fence
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #401
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #314
An Embodied Generalist Agent in 3D World
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #617
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #501
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1404
To the Max: Reinventing Reward in Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #601
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #202
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1014
Convergence of Some Convex Message Passing Algorithms to a Fixed Point
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2507
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #307
Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2417
AI Control: Improving Safety Despite Intentional Subversion
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #211
Modelling Microbial Communities with Graph Neural Networks
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1314
SAPG: Split and Aggregate Policy Gradients
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #814
Causal Representation Learning Made Identifiable by Grouping of Observational Variables
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1109
Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #711
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #104
Discrete Latent Perspective Learning for Segmentation and Detection
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2103
Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1704
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #915
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #316
Revisiting the Power of Prompt for Visual Tuning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1108
Demystifying SGD with Doubly Stochastic Gradients
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #215
Predictive Coding beyond Correlations
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1304
Imitation Learning from Purified Demonstrations
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #105
ESNet: Evolution and Succession Network for High-Resolution Salient Object Detection
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1802
Projection-Free Online Convex Optimization with Time-Varying Constraints
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1114
Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2000
Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #801
MEMORYLLM: Towards Self-Updatable Large Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #805
Language Models with Conformal Factuality Guarantees
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1705
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2213
PID: Prompt-Independent Data Protection Against Latent Diffusion Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2301
TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #310
Latent Space Symmetry Discovery
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2109
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1009
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #810
Lie Neurons: Adjoint-Equivariant Neural Networks for Semisimple Lie Algebras
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1401
Highway Value Iteration Networks
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2704
Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #515
Layer-Aware Analysis of Catastrophic Overfitting: Revealing the Pseudo-Robust Shortcut Dependency
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2405
Interpretability Illusions in the Generalization of Simplified Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #109
Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #311
Discovering Features with Synergistic Interactions in Multiple Views
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #602
Bridging Data Gaps in Diffusion Models with Adversarial Noise-Based Transfer Learning
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1312
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2209
Beyond the Calibration Point: Mechanism Comparison in Differential Privacy
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #815
Graph Geometry-Preserving Autoencoders
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1503
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1604
Algorithmic Stability Unleashed: Generalization Bounds with Unbounded Losses
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2504
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #200
$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2607
How to Trace Latent Generative Model Generated Images without Artificial Watermark?
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1700
Online Learning with Bounded Recall
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2613
Generalization Analysis of Stochastic Weight Averaging with General Sampling
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #616
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1305
A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #605
Flextron: Many-in-One Flexible Large Language Model
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1110
Mean-field Underdamped Langevin Dynamics and its Spacetime Discretization
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #406
Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1608
No Double Descent in Principal Component Regression: A High-Dimensional Analysis
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2310
Robust Universal Adversarial Perturbations
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #115
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #916
Exploring Intrinsic Dimension for Vision-Language Model Pruning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1311
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1317
INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1412
Exact Soft Analytical Side-Channel Attacks using Tractable Circuits
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2502
Learning Pseudo-Contractive Denoisers for Inverse Problems
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1204
Planning, Fast and Slow: Online Reinforcement Learning with Action-Free Offline Data via Multiscale Planners
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1501
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2710
Early Time Classification with Accumulated Accuracy Gap Control
[
Slides]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1006
Extending Test-Time Augmentation with Metamorphic Relations for Combinatorial Problems
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2408
Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1217
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2111
Diffusion-based Missing-view Generation With the Application on Incomplete Multi-view Clustering
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #717
CogBench: a large language model walks into a psychology lab
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1003
Stability-Informed Initialization of Neural Ordinary Differential Equations
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1015
Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2716
Scalable Pre-training of Large Autoregressive Image Models
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #702
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2702
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #614
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2714
Prompting is a Double-Edged Sword: Improving Worst-Group Robustness of Foundation Models
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #404
Simple linear attention language models balance the recall-throughput tradeoff
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #511
Equivariant Frames and the Impossibility of Continuous Canonicalization
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #502
Position: Future Directions in the Theory of Graph Machine Learning
[
Poster]
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2315
DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #112
Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2407
A Multimodal Automated Interpretability Agent
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #209
MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1203
MusicRL: Aligning Music Generation to Human Preferences
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1002
Balanced Resonate-and-Fire Neurons
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1415
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1103
Federated Optimization with Doubly Regularized Drift Correction
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #600
Prompting a Pretrained Transformer Can Be a Universal Approximator
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1504
O$n$ Learning Deep O($n$)-Equivariant Hyperspheres
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2612
Position: Do pretrained Transformers Learn In-Context by Gradient Descent?
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1106
Principled Preferential Bayesian Optimization
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #917
xT: Nested Tokenization for Larger Context in Large Images
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #107
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1117
Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2708
IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1202
Mollification Effects of Policy Gradient Methods
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #308
Deep Fusion: Efficient Network Training via Pre-trained Initializations
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2106
Non-parametric Online Change Point Detection on Riemannian Manifolds
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #900
State-Free Inference of State-Space Models: The *Transfer Function* Approach
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2302
Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2112
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2204
Delving into Differentially Private Transformer
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1011
Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2105
Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #110
See More Details: Efficient Image Super-Resolution by Experts Mining
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1206
An Information Theoretic Approach to Interaction-Grounded Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1211
Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2406
On the Tractability of SHAP Explanations under Markovian Distributions
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2416
Intersectional Unfairness Discovery
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #203
Equivariant Graph Neural Operator for Modeling 3D Dynamics
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2306
Deletion-Anticipative Data Selection with a Limited Budget
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1111
Non-clairvoyant Scheduling with Partial Predictions
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2505
Compute Better Spent: Replacing Dense Layers with Structured Matrices
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2512
Certifiably Byzantine-Robust Federated Conformal Prediction
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2102
Meta-Reinforcement Learning Robust to Distributional Shift Via Performing Lifelong In-Context Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2711
Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #800
Soft Prompt Recovers Compressed LLMs, Transferably
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2307
Stability and Multigroup Fairness in Ranking with Uncertain Predictions
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1210
Robust Inverse Constrained Reinforcement Learning under Model Misspecification
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1302
Detecting Influence Structures in Multi-Agent Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2107
Federated Combinatorial Multi-Agent Multi-Armed Bandits
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2604
Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1205
Efficient Value Iteration for s-rectangular Robust Markov Decision Processes
Spotlight Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2410
Local vs. Global Interpretability: A Computational Complexity Perspective
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1309
In-Context Reinforcement Learning for Variable Action Spaces
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #817
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1303
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #201
Towards a Self-contained Data-driven Global Weather Forecasting Framework
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #213
LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #812
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2508
A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #216
AutoOS: Make Your OS More Powerful by Exploiting Large Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2501
Retrieval Across Any Domains via Large-scale Pre-trained Model
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1900
Reducing Balancing Error for Causal Inference via Optimal Transport
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1313
Quality-Diversity with Limited Resources
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #913
BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1010
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1209
Policy-conditioned Environment Models are More Generalizable
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #114
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1307
Rate-Optimal Policy Optimization for Linear Markov Decision Processes
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #705
Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2311
Structure Your Data: Towards Semantic Graph Counterfactuals
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2500
Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1416
Sampling in Unit Time with Kernel Fisher-Rao Flow
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2601
Disentangled 3D Scene Generation with Layout Learning
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #108
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2403
Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2616
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #510
Graph2Tac: Online Representation Learning of Formal Math Concepts
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2412
Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #611
Modeling Language Tokens as Functionals of Semantic Fields
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2308
Stealing part of a production language model
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2303
Score-Based Causal Discovery of Latent Variable Causal Models
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2503
Detecting and Identifying Selection Structure in Sequential Data
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2414
MaxMin-RLHF: Alignment with Diverse Human Preferences
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #613
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2615
Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1000
Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #507
Learning Divergence Fields for Shift-Robust Graph Representations
[
Slides]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #417
Nearest Neighbour Score Estimators for Diffusion Generative Models
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1300
FuRL: Visual-Language Models as Fuzzy Rewards for Reinforcement Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #714
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #403
Self-attention Networks Localize When QK-eigenspectrum Concentrates
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1903
Effect-Invariant Mechanisms for Policy Generalization
[
JMLR]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #813
Bottleneck-Minimal Indexing for Generative Document Retrieval
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2517
Position: Fundamental Limitations of LLM Censorship Necessitate New Approaches
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2313
Robust Yet Efficient Conformal Prediction Sets
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1212
Model-based Reinforcement Learning for Parameterized Action Spaces
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #315
Indirectly Parameterized Concrete Autoencoders
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2003
Interplay of ROC and Precision-Recall AUCs: Theoretical Limits and Practical Implications in Binary Classification
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 None
Poster Session 4
Invited Talk
Wed Jul 24 06:00 AM -- 07:00 AM (PDT) @ Hall C 1-3 None
Machine Learning Opportunities for the Next Generation of Particle Physics
[
Slides]
Break
Wed Jul 24 07:00 AM -- 07:30 AM (PDT) None
Coffee Break
Town Hall
Wed Jul 24 07:00 AM -- 07:30 AM (PDT) @ Stolz 1 None
Town Hall / Business Meeting
Oral
Wed Jul 24 07:30 AM -- 07:45 AM (PDT) @ Straus 1-3 None
Position: Do pretrained Transformers Learn In-Context by Gradient Descent?
In
Oral 4E LLMs
Oral
Wed Jul 24 07:30 AM -- 07:45 AM (PDT) @ Lehar 1-4 None
Does Label Smoothing Help Deep Partial Label Learning?
Oral
Wed Jul 24 07:30 AM -- 07:45 AM (PDT) @ Hall A8 None
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation
Oral
Wed Jul 24 07:30 AM -- 07:45 AM (PDT) @ Hall A1 None
InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization
Oral
Wed Jul 24 07:30 AM -- 07:45 AM (PDT) @ Hall C 1-3 None
Offline Actor-Critic Reinforcement Learning Scales to Large Models
Oral
Wed Jul 24 07:30 AM -- 07:45 AM (PDT) @ Hall A2 None
Stealing part of a production language model
Oral
Wed Jul 24 07:30 AM -- 08:30 AM (PDT) @ Hall C 1-3 None
Oral 4A Reinforcement Learning 2
Oral
Wed Jul 24 07:30 AM -- 08:30 AM (PDT) @ Hall A1 None
Oral 4B Optimization 1
Oral
Wed Jul 24 07:30 AM -- 08:30 AM (PDT) @ Hall A2 None
Oral 4C Safety and Control
Oral
Wed Jul 24 07:30 AM -- 08:30 AM (PDT) @ Hall A8 None
Oral 4D Retrieval
Oral
Wed Jul 24 07:30 AM -- 08:30 AM (PDT) @ Straus 1-3 None
Oral 4E LLMs
Oral
Wed Jul 24 07:30 AM -- 08:30 AM (PDT) @ Lehar 1-4 None
Oral 4F Labels
Oral
Wed Jul 24 07:45 AM -- 08:00 AM (PDT) @ Hall C 1-3 None
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
Oral
Wed Jul 24 07:45 AM -- 08:00 AM (PDT) @ Lehar 1-4 None
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
Oral
Wed Jul 24 07:45 AM -- 08:00 AM (PDT) @ Straus 1-3 None
ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking
In
Oral 4E LLMs
[
Slides]
Oral
Wed Jul 24 07:45 AM -- 08:00 AM (PDT) @ Hall A1 None
Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization
Oral
Wed Jul 24 07:45 AM -- 08:00 AM (PDT) @ Hall A8 None
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions
Oral
Wed Jul 24 07:45 AM -- 08:00 AM (PDT) @ Hall A2 None
Trained Random Forests Completely Reveal your Dataset
[
Slides]
Oral
Wed Jul 24 08:00 AM -- 08:15 AM (PDT) @ Lehar 1-4 None
Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data
[
Slides]
Oral
Wed Jul 24 08:00 AM -- 08:15 AM (PDT) @ Hall A1 None
Principled Preferential Bayesian Optimization
Oral
Wed Jul 24 08:00 AM -- 08:15 AM (PDT) @ Hall A8 None
Repoformer: Selective Retrieval for Repository-Level Code Completion
Oral
Wed Jul 24 08:00 AM -- 08:15 AM (PDT) @ Hall C 1-3 None
SAPG: Split and Aggregate Policy Gradients
Oral
Wed Jul 24 08:00 AM -- 08:15 AM (PDT) @ Hall A2 None
AI Control: Improving Safety Despite Intentional Subversion
Oral
Wed Jul 24 08:00 AM -- 08:15 AM (PDT) @ Straus 1-3 None
How do Large Language Models Navigate Conflicts between Honesty and Helpfulness?
In
Oral 4E LLMs
Oral
Wed Jul 24 08:15 AM -- 08:30 AM (PDT) @ Hall A2 None
Low-Cost High-Power Membership Inference Attacks
Oral
Wed Jul 24 08:15 AM -- 08:30 AM (PDT) @ Hall A1 None
Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization
[
Slides]
Oral
Wed Jul 24 08:15 AM -- 08:30 AM (PDT) @ Straus 1-3 None
Flextron: Many-in-One Flexible Large Language Model
In
Oral 4E LLMs
Oral
Wed Jul 24 08:15 AM -- 08:30 AM (PDT) @ Lehar 1-4 None
Speech Self-Supervised Learning Using Diffusion Model Synthetic Data
Oral
Wed Jul 24 08:15 AM -- 08:30 AM (PDT) @ Hall C 1-3 None
Rate-Optimal Policy Optimization for Linear Markov Decision Processes
Oral
Wed Jul 24 08:15 AM -- 08:30 AM (PDT) @ Hall A8 None
Bottleneck-Minimal Indexing for Generative Document Retrieval
[
Slides]
Registration Desk
Wed Jul 24 11:30 PM -- 09:00 AM (PDT) @ Hall A Foyer None
Registration
Invited Talk
Thu Jul 25 12:00 AM -- 01:00 AM (PDT) @ Hall C 1-3 None
"What robots have taught me about machine learning"
Break
Thu Jul 25 01:00 AM -- 01:30 AM (PDT) None
Coffee Break
Oral
Thu Jul 25 01:30 AM -- 01:45 AM (PDT) @ Hall A8 None
PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control
Oral
Thu Jul 25 01:30 AM -- 01:45 AM (PDT) @ Lehar 1-4 None
Position: Opportunities Exist for Machine Learning in Magnetic Fusion Energy
Oral
Thu Jul 25 01:30 AM -- 01:45 AM (PDT) @ Hall A2 None
Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
[
Slides]
Oral
Thu Jul 25 01:30 AM -- 01:45 AM (PDT) @ Hall A1 None
On the Last-Iterate Convergence of Shuffling Gradient Methods
Oral
Thu Jul 25 01:30 AM -- 01:45 AM (PDT) @ Straus 1-3 None
Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability
Oral
Thu Jul 25 01:30 AM -- 01:45 AM (PDT) @ Hall C 1-3 None
Emergent Equivariance in Deep Ensembles
Oral
Thu Jul 25 01:30 AM -- 02:30 AM (PDT) @ Hall C 1-3 None
Oral 5A Ensembles
Oral
Thu Jul 25 01:30 AM -- 02:30 AM (PDT) @ Hall A1 None
Oral 5B Optimization 2
Oral
Thu Jul 25 01:30 AM -- 02:30 AM (PDT) @ Hall A2 None
Oral 5C Heuristics and Algorithms
Oral
Thu Jul 25 01:30 AM -- 02:30 AM (PDT) @ Hall A8 None
Oral 5D Continuous Learning
Oral
Thu Jul 25 01:30 AM -- 02:30 AM (PDT) @ Straus 1-3 None
Oral 5E Distribution Shift and OOD
Oral
Thu Jul 25 01:30 AM -- 02:30 AM (PDT) @ Lehar 1-4 None
Oral 5F Physics in ML
Oral
Thu Jul 25 01:45 AM -- 02:00 AM (PDT) @ Hall C 1-3 None
From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble
Oral
Thu Jul 25 01:45 AM -- 02:00 AM (PDT) @ Lehar 1-4 None
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics
Oral
Thu Jul 25 01:45 AM -- 02:00 AM (PDT) @ Hall A1 None
Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems
Oral
Thu Jul 25 01:45 AM -- 02:00 AM (PDT) @ Straus 1-3 None
Discovering Environments with XRM
Oral
Thu Jul 25 01:45 AM -- 02:00 AM (PDT) @ Hall A8 None
Fast Co-Training under Weak Dependence via Stream-Based Active Learning
Oral
Thu Jul 25 01:45 AM -- 02:00 AM (PDT) @ Hall A2 None
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
Oral
Thu Jul 25 02:00 AM -- 02:15 AM (PDT) @ Hall A8 None
Self-Composing Policies for Scalable Continual Reinforcement Learning
Oral
Thu Jul 25 02:00 AM -- 02:15 AM (PDT) @ Hall C 1-3 None
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling
Oral
Thu Jul 25 02:00 AM -- 02:15 AM (PDT) @ Hall A2 None
S$\Omega$I: Score-based O-INFORMATION Estimation
[
Slides]
Oral
Thu Jul 25 02:00 AM -- 02:15 AM (PDT) @ Hall A1 None
High-Probability Convergence for Composite and Distributed Stochastic Minimization and Variational Inequalities with Heavy-Tailed Noise
Oral
Thu Jul 25 02:00 AM -- 02:15 AM (PDT) @ Straus 1-3 None
LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies
Oral
Thu Jul 25 02:00 AM -- 02:15 AM (PDT) @ Lehar 1-4 None
Parameterized Physics-informed Neural Networks for Parameterized PDEs
Oral
Thu Jul 25 02:15 AM -- 02:30 AM (PDT) @ Hall A1 None
Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
Oral
Thu Jul 25 02:15 AM -- 02:30 AM (PDT) @ Lehar 1-4 None
Challenges in Training PINNs: A Loss Landscape Perspective
[
Slides]
Oral
Thu Jul 25 02:15 AM -- 02:30 AM (PDT) @ Hall A8 None
Stereo Risk: A Continuous Modeling Approach to Stereo Matching
Oral
Thu Jul 25 02:15 AM -- 02:30 AM (PDT) @ Straus 1-3 None
Test-Time Model Adaptation with Only Forward Passes
Oral
Thu Jul 25 02:15 AM -- 02:30 AM (PDT) @ Hall C 1-3 None
AlphaFold Meets Flow Matching for Generating Protein Ensembles
Oral
Thu Jul 25 02:15 AM -- 02:30 AM (PDT) @ Hall A2 None
A Dynamic Algorithm for Weighted Submodular Cover Problem
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1506
Predictive Linear Online Tracking for Unknown Targets
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #615
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #313
Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2204
Disguised Copyright Infringement of Latent Diffusion Models
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1904
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #413
Light and Optimal Schrödinger Bridge Matching
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2400
Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1309
Liouville Flow Importance Sampler
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2212
SPADE: Sparsity-Guided Debugging for Deep Neural Networks
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1209
Mimicking Better by Matching the Approximate Action Distribution
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #209
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2109
CuTS: Customizable Tabular Synthetic Data Generation
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2114
COALA: A Practical and Vision-Centric Federated Learning Platform
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2515
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1411
Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #613
diff History for Neural Language Agents
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1500
On the Independence Assumption in Neurosymbolic Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1907
Plug-in Performative Optimization
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #810
Understanding Forgetting in Continual Learning with Linear Regression
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2309
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2614
A Global Geometric Analysis of Maximal Coding Rate Reduction
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #602
The Pitfalls of Next-Token Prediction
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1000
Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2509
Position: Opportunities Exist for Machine Learning in Magnetic Fusion Energy
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #711
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1902
Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1211
Fast Peer Adaptation with Context-aware Exploration
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2210
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1602
Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #506
Quantum Positional Encodings for Graph Neural Networks
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1803
Consistent Long-Term Forecasting of Ergodic Dynamical Systems
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #109
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #703
Complexity Matters: Feature Learning in the Presence of Spurious Correlations
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1317
Policy Evaluation for Variance in Average Reward Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #704
Interpreting Equivariant Representations
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #410
On the Trajectory Regularity of ODE-based Diffusion Sampling
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2108
Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1417
Active Ranking and Matchmaking, with Perfect Matchings
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1908
Learning with Partial-Label and Unlabeled Data: A Uniform Treatment for Supervision Redundancy and Insufficiency
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2002
Localizing Task Information for Improved Model Merging and Compression
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1413
Dynamic Metric Embedding into lp Space
[
Slides]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #303
Clifford-Steerable Convolutional Neural Networks
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1204
PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #608
Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1310
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #910
Mechanistic Neural Networks for Scientific Machine Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1213
Configurable Mirror Descent: Towards a Unification of Decision Making
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2504
NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2305
Chain-of-Thought Predictive Control
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1217
Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2612
Advancing Dynamic Sparse Training by Exploring Optimization Opportunities
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #212
Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2311
SPABA: A Single-Loop and Probabilistic Stochastic Bilevel Algorithm Achieving Optimal Sample Complexity
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #309
Learning High-Order Relationships of Brain Regions
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2512
Transferring Knowledge From Large Foundation Models to Small Downstream Models
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1201
Learning to Reach Goals via Diffusion
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #106
Make-A-Shape: a Ten-Million-scale 3D Shape Model
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #408
Do Efficient Transformers Really Save Computation?
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #103
MFTN: A Multi-scale Feature Transfer Network Based on IMatchFormer for Hyperspectral Image Super-Resolution
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #713
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1600
Second-Order Uncertainty Quantification: A Distance-Based Approach
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2301
Proactive Detection of Voice Cloning with Localized Watermarking
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1505
Near-Linear Time Approximation Algorithms for k-means with Outliers
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1901
Bayesian Adaptation of Network Depth and Width for Continual Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1109
Sequence Compression Speeds Up Credit Assignment in Reinforcement Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1410
Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #705
The Balanced-Pairwise-Affinities Feature Transform
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #617
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #812
Exploring the Complexity of Deep Neural Networks through Functional Equivalence
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1407
Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #909
ReLUs Are Sufficient for Learning Implicit Neural Representations
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #701
LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #614
Why Larger Language Models Do In-context Learning Differently?
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2613
Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #913
Latent variable model for high-dimensional point process with structured missingness
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1400
Domain Generalisation via Imprecise Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #409
Tripod: Three Complementary Inductive Biases for Disentangled Representation Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #516
Parallelized Spatiotemporal Slot Binding for Videos
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #211
Graph Neural PDE Solvers with Conservation and Similarity-Equivariance
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1906
Cross-domain Open-world Discovery
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2607
Latent Logic Tree Extraction for Event Sequence Explanation from LLMs
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #716
RLVF: Learning from Verbal Feedback without Overgeneralization
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2603
Learning Surrogates for Offline Black-Box Optimization via Gradient Matching
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #604
FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2517
OTMatch: Improving Semi-Supervised Learning with Optimal Transport
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2211
Post-hoc Part-Prototype Networks
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1015
Quantum Algorithm for Online Exp-concave Optimization
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2314
Domain-wise Data Acquisition to Improve Performance under Distribution Shift
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1802
Copula-Nested Spectral Kernel Network
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2217
FRAPPÉ: A Group Fairness Framework for Post-Processing Everything
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1806
Convergence Guarantees for the DeepWalk Embedding on Block Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1206
Reward-Free Kernel-Based Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2310
Statistically Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1002
ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1605
Optimal Transport for Structure Learning Under Missing Data
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #903
Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #105
Superpoint Gaussian Splatting for Real-Time High-Fidelity Dynamic Scene Reconstruction
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2714
S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2511
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1401
Safe and Robust Subgame Exploitation in Imperfect Information Games
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1017
Monotone, Bi-Lipschitz, and Polyak-Łojasiewicz Networks
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1104
Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1503
Stochastic Weakly Convex Optimization beyond Lipschitz Continuity
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1107
Language-guided Skill Learning with Temporal Variational Inference
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2600
Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1606
A Dual-module Framework for Counterfactual Estimation over Time
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #517
Leverage Class-Specific Accuracy to Guide Data Generation for Improving Image Classification
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1504
Sample Average Approximation for Conditional Stochastic Optimization with Dependent Data
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2717
LLM-Empowered State Representation for Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1300
Critical feature learning in deep neural networks
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2302
Position: Relational Deep Learning - Graph Representation Learning on Relational Databases
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1316
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #504
Exploring Correlations of Self-Supervised Tasks for Graphs
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1804
Revisit the Essence of Distilling Knowledge through Calibration
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2007
Position: Insights from Survey Methodology can Improve Training Data
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2206
Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normalization
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1305
Understanding Stochastic Natural Gradient Variational Inference
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #509
Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #112
Unveiling the Potential of AI for Nanomaterial Morphology Prediction
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #213
Transolver: A Fast Transformer Solver for PDEs on General Geometries
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #515
Position: Compositional Generative Modeling: A Single Model is Not All You Need
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2113
Profile Reconstruction from Private Sketches
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2105
Policy Learning for Balancing Short-Term and Long-Term Rewards
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1110
How to Explore with Belief: State Entropy Maximization in POMDPs
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2008
Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #912
Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture
[
Slides]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2410
Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2715
Refined Coreset Selection: Towards Minimal Coreset Size under Model Performance Constraints
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2414
LESS: Selecting Influential Data for Targeted Instruction Tuning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #900
Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #406
Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1302
Category-Aware Active Domain Adaptation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1412
Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1604
Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2201
Precise Accuracy / Robustness Tradeoffs in Regression: Case of General Norms
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #902
Improving SAM Requires Rethinking its Optimization Formulation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1406
Fast Co-Training under Weak Dependence via Stream-Based Active Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #217
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1415
Stochastic Bandits with ReLU Neural Networks
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #510
Semantic-Aware Human Object Interaction Image Generation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #811
Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #405
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2505
Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1800
Kernel-Based Evaluation of Conditional Biological Sequence Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1214
Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2102
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #800
Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2216
Position: Towards Implicit Prompt For Text-To-Image Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1905
New Bounds on the Cohesion of Complete-link and Other Linkage Methods for Agglomerative Clustering
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #207
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #600
Empowering Graph Invariance Learning with Deep Spurious Infomax
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1207
Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1708
Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #603
When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2411
SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #302
Learning Latent Structures in Network Games via Data-Dependent Gated-Prior Graph Variational Autoencoders
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #513
Prompt-tuning Latent Diffusion Models for Inverse Problems
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #611
KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2604
SHINE: Shielding Backdoors in Deep Reinforcement Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2209
Prospector Heads: Generalized Feature Attribution for Large Models & Data
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2616
Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1501
How Flawed Is ECE? An Analysis via Logit Smoothing
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2610
Differentiable Annealed Importance Sampling Minimizes The Jensen-Shannon Divergence Between Initial and Target Distribution
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1011
Robust Learning-Augmented Dictionaries
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1210
Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1202
RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #204
GaussianPro: 3D Gaussian Splatting with Progressive Propagation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2200
Benchmarking Deletion Metrics with the Principled Explanations
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #806
Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2502
PolySketchFormer: Fast Transformers via Sketching Polynomial Kernels
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1601
Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #804
Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #612
Assessing Large Language Models on Climate Information
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1116
A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #401
A General Framework for Learning from Weak Supervision
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #610
Exploring the Benefit of Activation Sparsity in Pre-training
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1903
Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1016
Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2304
A Statistical Theory of Regularization-Based Continual Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #917
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #805
Robust Classification via a Single Diffusion Model
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1900
Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2503
Causal-IQA: Towards the Generalization of Image Quality Assessment Based on Causal Inference
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2300
Pedestrian Attribute Recognition as Label-balanced Multi-label Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1205
WARM: On the Benefits of Weight Averaged Reward Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1004
Accelerated Algorithms for Constrained Nonconvex-Nonconcave Min-Max Optimization and Comonotone Inclusion
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #702
Toward Availability Attacks in 3D Point Clouds
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2601
Reinformer: Max-Return Sequence Modeling for Offline RL
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2115
Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #404
Viewing Transformers Through the Lens of Long Convolutions Layers
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1807
Fully-Dynamic Approximate Decision Trees With Worst-Case Update Time Guarantees
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #116
REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2111
Shifted Interpolation for Differential Privacy
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #708
Improving fine-grained understanding in image-text pre-training
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2510
On the Embedding Collapse when Scaling up Recommendation Models
[
Slides]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1607
Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2713
Expand-and-Cluster: Parameter Recovery of Neural Networks
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2208
Counterfactual Metarules for Local and Global Recourse
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2215
Standardized Interpretable Fairness Measures for Continuous Risk Scores
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2000
Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #914
On the Identifiability of Switching Dynamical Systems
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #816
Simulation of Graph Algorithms with Looped Transformers
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1203
Do Transformer World Models Give Better Policy Gradients?
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1013
How Free is Parameter-Free Stochastic Optimization?
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1111
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #715
Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2004
Low-Rank Similarity Mining for Multimodal Dataset Distillation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2415
Private Vector Mean Estimation in the Shuffle Model: Optimal Rates Require Many Messages
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1100
Causal Action Influence Aware Counterfactual Data Augmentation
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1115
Practical Performance Guarantees for Pipelined DNN Inference
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1414
Online conformal prediction with decaying step sizes
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #801
Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2307
Stationarity without mean reversion in improper Gaussian processes
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2117
The Privacy Power of Correlated Noise in Decentralized Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #311
BAT: Learning to Reason about Spatial Sounds with Large Language Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2516
Rethinking Transformers in Solving POMDPs
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2506
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2712
${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2501
Grokking Group Multiplication with Cosets
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1301
A Dynamical Model of Neural Scaling Laws
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #905
Smooth Tchebycheff Scalarization for Multi-Objective Optimization
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #908
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #609
In-Context Unlearning: Language Models as Few-Shot Unlearners
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1706
Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #210
Auto-Linear Phenomenon in Subsurface Imaging
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #412
Accelerating Parallel Sampling of Diffusion Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2408
Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #706
Hybrid Neural Representations for Spherical Data
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1212
Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #315
An Analysis of Linear Time Series Forecasting Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #400
A Probabilistic Approach to Learning the Degree of Equivariance in Steerable CNNs
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1102
PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1306
Online Variational Sequential Monte Carlo
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2508
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1006
Contrastive Predict-and-Search for Mixed Integer Linear Programs
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #814
Subhomogeneous Deep Equilibrium Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #317
RoboDreamer: Learning Compositional World Models for Robot Imagination
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2405
AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2608
Multi-group Learning for Hierarchical Groups
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #911
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2100
Verification of Machine Unlearning is Fragile
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1108
Reward Shaping for Reinforcement Learning with An Assistant Reward Agent
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1010
Differentiable Distributionally Robust Optimization Layers
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2406
MultiMax: Sparse and Multi-Modal Attention Learning
[
Slides]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #606
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2101
Differentially Private Post-Processing for Fair Regression
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1405
Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #100
Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #316
Time Weaver: A Conditional Time Series Generation Model
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1404
Executable Code Actions Elicit Better LLM Agents
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2615
An LLM Compiler for Parallel Function Calling
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2606
DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2409
Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #511
Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1507
Feel-Good Thompson Sampling for Contextual Dueling Bandits
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1009
What is the Long-Run Distribution of Stochastic Gradient Descent? A Large Deviations Analysis
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #308
Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain Stimulation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2513
Agnostic Interactive Imitation Learning: New Theory and Practical Algorithms
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #411
Bridging discrete and continuous state spaces: Exploring the Ehrenfest process in time-continuous diffusion models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #802
PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #304
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2104
Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #709
InferCept: Efficient Intercept Support for Augmented Large Language Model Inference
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #208
Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2611
Sparser, Better, Deeper, Stronger: Improving Static Sparse Training with Exact Orthogonal Initialization
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #203
Coarse-To-Fine Tensor Trains for Compact Visual Representations
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2407
From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble
[
Slides]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2710
Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #707
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2315
Position: Social Choice Should Guide AI Alignment in Dealing with Diverse Human Feedback
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #710
PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #700
Breaking the Barrier: Enhanced Utility and Robustness in Smoothed DRL Agents
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2205
On The Fairness Impacts of Hardware Selection in Machine Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1003
A Dynamic Algorithm for Weighted Submodular Cover Problem
[
Slides]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1216
Adversarial Attacks on Combinatorial Multi-Armed Bandits
[
Slides]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1005
A Study of First-Order Methods with a Deterministic Relative-Error Gradient Oracle
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #107
Retrieval-Augmented Score Distillation for Text-to-3D Generation
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2107
Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #904
On The Complexity of First-Order Methods in Stochastic Bilevel Optimization
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1103
Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #202
Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2207
Explaining Graph Neural Networks via Structure-aware Interaction Index
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2308
Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #712
Linguistic Calibration of Long-Form Generations
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #616
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1311
Stochastic Localization via Iterative Posterior Sampling
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1307
Batch and match: black-box variational inference with a score-based divergence
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #915
Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1114
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #307
The Good, The Bad, and Why: Unveiling Emotions in Generative AI
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2404
Receptive Fields As Experts in Convolutional Neural Architectures
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1409
Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2313
Graph External Attention Enhanced Transformer
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1113
Single-Trajectory Distributionally Robust Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2413
Bootstrapping Fisher Market Equilibrium and First-Price Pacing Equilibrium
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #104
Revisiting the Role of Language Priors in Vision-Language Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #906
Structured Inverse-Free Natural Gradient Descent: Memory-Efficient & Numerically-Stable KFAC
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1603
Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #403
Discovering Environments with XRM
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1701
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #717
LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2602
On Hypothesis Transfer Learning of Functional Linear Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1403
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1007
Autonomous Sparse Mean-CVaR Portfolio Optimization
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2605
DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #117
A Contextual Combinatorial Bandit Approach to Negotiation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2003
Position: A Call to Action for a Human-Centered AutoML Paradigm
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #214
Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #305
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2617
Unifying Image Processing as Visual Prompting Question Answering
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1705
Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #605
Online Speculative Decoding
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #417
Accelerating Convergence of Score-Based Diffusion Models, Provably
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #101
Stereo Risk: A Continuous Modeling Approach to Stereo Matching
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #414
Vague Prototype-Oriented Diffusion Model for Multi-Class Anomaly Detection
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2500
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1402
RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #110
Floating Anchor Diffusion Model for Multi-motif Scaffolding
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #514
Generative Marginalization Models
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1707
Causal Discovery via Conditional Independence Testing with Proxy Variables
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #102
Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #809
Correlation-Induced Label Prior for Semi-Supervised Multi-Label Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #907
On the Last-Iterate Convergence of Shuffling Gradient Methods
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #216
Neural Operators with Localized Integral and Differential Kernels
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2110
Optimal Differentially Private Model Training with Public Data
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #512
StrWAEs to Invariant Representations
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1112
Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #507
Knowledge Graphs Can be Learned with Just Intersection Features
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #416
Single-Model Attribution of Generative Models Through Final-Layer Inversion
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2514
Outlier-aware Slicing for Post-Training Quantization in Vision Transformer
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2303
X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1608
Geometry-Aware Instrumental Variable Regression
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2312
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2417
A Provable Decision Rule for Out-of-Distribution Detection
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1105
Self-Composing Policies for Scalable Continual Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2316
Large Language Models are Geographically Biased
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #916
Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1008
On Convergence of Incremental Gradient for Non-convex Smooth Functions
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2716
Roping in Uncertainty: Robustness and Regularization in Markov Games
[
Slides]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #108
AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1702
S$\Omega$I: Score-based O-INFORMATION Estimation
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #407
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #111
Context-Guided Diffusion for Out-of-Distribution Molecular and Protein Design
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #815
Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #807
EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1117
Clustered Federated Learning via Gradient-based Partitioning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1303
Active Label Correction for Semantic Segmentation with Foundation Models
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1408
Can Machines Learn the True Probabilities?
[
Poster]
Spotlight Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1508
Best Arm Identification for Stochastic Rising Bandits
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1700
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee
[
JMLR]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #901
A Universal Transfer Theorem for Convex Optimization Algorithms Using Inexact First-order Oracles
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #505
DUPLEX: Dual GAT for Complex Embedding of Directed Graphs
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2609
Test-Time Model Adaptation with Only Forward Passes
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #503
On the Generalization of Equivariant Graph Neural Networks
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #402
Fair Resource Allocation in Multi-Task Learning
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1801
Neural Tangent Kernels for Axis-Aligned Tree Ensembles
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1314
Variational Linearized Laplace Approximation for Bayesian Deep Learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2402
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1805
RMIB: Representation Matching Information Bottleneck for Matching Text Representations
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2116
A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2001
Unsupervised Episode Generation for Graph Meta-learning
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1106
The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1101
DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #114
BOtied: Multi-objective Bayesian optimization with tied multivariate ranks
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1308
Variational Inference with Coverage Guarantees in Simulation-Based Inference
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #300
Bias of Stochastic Gradient Descent or the Architecture: Disentangling the Effects of Overparameterization of Neural Networks
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #601
Homomorphism Counts for Graph Neural Networks: All About That Basis
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2317
UPAM: Unified Prompt Attack in Text-to-Image Generation Models Against Both Textual Filters and Visual Checkers
[
Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #306
Knowledge Distillation with Auxiliary Variable
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 None
Poster Session 5
Vienna Info Desk
Thu Jul 25 03:00 AM -- 09:00 AM (PDT) @ Hall A Foyer None
Vienna Info Desk
Break
Thu Jul 25 03:30 AM -- 05:00 AM (PDT) None
Hosted Lunch
Test of Time
Thu Jul 25 04:00 AM -- 04:30 AM (PDT) @ Hall C 1-3 None
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2412
On Discrete Prompt Optimization for Diffusion Models
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1314
Risk Estimation in a Markov Cost Process: Lower and Upper Bounds
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #616
Agnostic Sample Compression Schemes for Regression
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1506
On The Statistical Complexity of Offline Decision-Making
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #801
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1502
Out-of-Domain Generalization in Dynamical Systems Reconstruction
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2302
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2000
Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2611
Graph Out-of-Distribution Detection Goes Neighborhood Shaping
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #506
How Graph Neural Networks Learn: Lessons from Training Dynamics
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #208
Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1312
SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP
[
Slides]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #715
Instruction Tuning for Secure Code Generation
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #614
AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #810
Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2511
Data Engineering for Scaling Language Models to 128K Context
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2303
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2613
Accelerated Speculative Sampling Based on Tree Monte Carlo
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2309
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #411
How do Transformers Perform In-Context Autoregressive Learning ?
[
Slides]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1317
Active Statistical Inference
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #307
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1400
Particle Denoising Diffusion Sampler
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #714
Ameliorate Spurious Correlations in Dataset Condensation
[
Slides]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2616
Asymmetry in Low-Rank Adapters of Foundation Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #209
AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #608
Extreme Compression of Large Language Models via Additive Quantization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2200
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1012
Error Feedback Can Accurately Compress Preconditioners
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1205
Learning to Model the World With Language
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1117
Offline Training of Language Model Agents with Functions as Learnable Weights
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1800
Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1402
Variational Learning is Effective for Large Deep Networks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1600
Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2003
Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #117
Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #111
Conditional Normalizing Flows for Active Learning of Coarse-Grained Molecular Representations
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #706
A Language Model’s Guide Through Latent Space
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2105
Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1203
On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control
[
JMLR]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2206
PAGER: Accurate Failure Characterization in Deep Regression Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2408
Directly Denoising Diffusion Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2513
Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #400
Unsupervised Concept Discovery Mitigates Spurious Correlations
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2504
Exploiting Human-AI Dependence for Learning to Defer
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2006
$f$-Divergence Based Classification: Beyond the Use of Cross-Entropy
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2210
Decomposable Submodular Maximization in Federated Setting
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1207
Mixtures of Experts Unlock Parameter Scaling for Deep RL
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #200
Sparse-to-dense Multimodal Image Registration via Multi-Task Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #404
SFC: Achieve Accurate Fast Convolution under Low-precision Arithmetic
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2112
FedMBridge: Bridgeable Multimodal Federated Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2305
A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds
[
JMLR]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2001
Wukong: Towards a Scaling Law for Large-Scale Recommendation
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #215
UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2405
LLaGA: Large Language and Graph Assistant
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #211
ILILT: Implicit Learning of Inverse Lithography Technologies
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #709
Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1801
Position: The Causal Revolution Needs Scientific Pragmatism
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #408
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #716
CaM: Cache Merging for Memory-efficient LLMs Inference
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1004
On the Hardness of Probabilistic Neurosymbolic Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1411
When is Transfer Learning Possible?
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2310
Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #700
tinyBenchmarks: evaluating LLMs with fewer examples
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1213
QORA: Zero-Shot Transfer via Interpretable Object-Relational Model Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2410
Entropy-Reinforced Planning with Large Language Models for Drug Discovery
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1008
Random Scaling and Momentum for Non-smooth Non-convex Optimization
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2116
Discounted Adaptive Online Learning: Towards Better Regularization
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1013
Efficient Stochastic Approximation of Minimax Excess Risk Optimization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1804
On the sample complexity of conditional independence testing with Von Mises estimator with application to causal discovery
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #315
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
[
Slides]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #109
RNAFlow: RNA Structure & Sequence Design via Inverse Folding-Based Flow Matching
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #414
Understanding Diffusion Models by Feynman's Path Integral
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #214
Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #605
Learning Graph Representation via Graph Entropy Maximization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2208
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2510
Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #305
Autoformalizing Euclidean Geometry
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #413
Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #603
On the Expressive Power of Spectral Invariant Graph Neural Networks
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2601
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #708
Nash Learning from Human Feedback
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2201
Improved Communication-Privacy Trade-offs in $L_2$ Mean Estimation under Streaming Differential Privacy
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #803
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
[
Slides]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #308
Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2115
Online Adaptive Anomaly Thresholding with Confidence Sequences
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1102
Switching the Loss Reduces the Cost in Batch Reinforcement Learning
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1900
Learning Useful Representations of Recurrent Neural Network Weight Matrices
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2007
Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1403
Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #802
EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #606
Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2103
Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2107
Recovering Labels from Local Updates in Federated Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #417
A Geometric Explanation of the Likelihood OOD Detection Paradox
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2217
The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #916
Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2114
Learning to Continually Learn with the Bayesian Principle
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #207
Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2110
DE-COP: Detecting Copyrighted Content in Language Models Training Data
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #300
Optimization without Retraction on the Random Generalized Stiefel Manifold
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1202
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2202
End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1100
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #405
Smooth Min-Max Monotonic Networks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2314
Removing Spurious Concepts from Neural Network Representations via Joint Subspace Estimation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2500
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2215
Position: A Roadmap to Pluralistic Alignment
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #713
LoCoCo: Dropping In Convolutions for Long Context Compression
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #609
Towards Efficient Exact Optimization of Language Model Alignment
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1209
Hard Tasks First: Multi-Task Reinforcement Learning Through Task Scheduling
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1000
Activation-Descent Regularization for Input Optimization of ReLU Networks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2600
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #515
FRAG: Frequency Adapting Group for Diffusion Video Editing
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1409
Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Features Model
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #416
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #909
Neuro-Symbolic Temporal Point Processes
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #505
Position: Graph Foundation Models Are Already Here
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #210
Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1417
Minimum Norm Interpolation Meets The Local Theory of Banach Spaces
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2615
Bivariate Causal Discovery using Bayesian Model Selection
[
Slides]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1802
Adaptive Online Experimental Design for Causal Discovery
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1015
Joint Composite Latent Space Bayesian Optimization
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2414
Careful with that Scalpel: Improving Gradient Surgery with an EMA
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #611
Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #814
Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2316
Provably Better Explanations with Optimized Aggregation of Feature Attributions
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1805
Foundations of Testing for Finite-Sample Causal Discovery
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1415
Regression with Multi-Expert Deferral
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #901
Adaptive Proximal Gradient Methods Are Universal Without Approximation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1111
Provable Representation with Efficient Planning for Partially Observable Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #613
Position: Open-Endedness is Essential for Artificial Superhuman Intelligence
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1302
Practical Hamiltonian Monte Carlo on Riemannian Manifolds via Relativity Theory
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #710
Position: Will we run out of data? Limits of LLM scaling based on human-generated data
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1006
Predicting Lagrangian Multipliers for Mixed Integer Linear Programs
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1009
Inexact Newton-type Methods for Optimisation with Nonnegativity Constraints
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1700
Prediction-powered Generalization of Causal Inferences
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2212
FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #717
A Tale of Tails: Model Collapse as a Change of Scaling Laws
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2100
Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #205
Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #904
The Computational Complexity of Finding Second-Order Stationary Points
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1106
Zero-Shot Reinforcement Learning via Function Encoders
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #409
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #903
Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1500
Pricing with Contextual Elasticity and Heteroscedastic Valuation
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2517
Consistent Adversarially Robust Linear Classification: Non-Parametric Setting
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2614
A Touch, Vision, and Language Dataset for Multimodal Alignment
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #804
Scaling Laws for Fine-Grained Mixture of Experts
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1416
On the Consistency of Kernel Methods with Dependent Observations
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2211
FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Reconstruction Error
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2216
Graph Neural Network Explanations are Fragile
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1215
Environment Design for Inverse Reinforcement Learning
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2113
Improving Interpretation Faithfulness for Vision Transformers
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1309
All-in-one simulation-based inference
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2315
Explorations of Self-Repair in Language Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2106
Provable Privacy with Non-Private Pre-Processing
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2409
Generalized Neural Collapse for a Large Number of Classes
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1003
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2004
Self-cognitive Denoising in the Presence of Multiple Noisy Label Sources
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2606
Accelerating Transformer Pre-training with 2:4 Sparsity
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #702
GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #917
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #206
Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1407
A Unified Framework for Learning with Nonlinear Model Classes from Arbitrary Linear Samples
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2400
HGCN2SP: Hierarchical Graph Convolutional Network for Two-Stage Stochastic Programming
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1304
GFlowNet Training by Policy Gradients
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2508
A Subquadratic Time Algorithm for Robust Sparse Mean Estimation
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1116
Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2516
Easing Concept Bleeding in Diffusion via Entity Localization and Anchoring
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #412
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2407
Mitigating Label Noise on Graphs via Topological Sample Selection
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #312
Spike Distance Function as a Learning Objective for Spike Prediction
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1001
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #705
A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1214
Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification
[
Slides]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #712
NExT-GPT: Any-to-Any Multimodal LLM
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #800
Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1504
LoRA Training in the NTK Regime has No Spurious Local Minima
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1412
Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2514
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2403
ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2002
Approximate Nearest Neighbor Search with Window Filters
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #204
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1704
Evaluating Instrument Validity using the Principle of Independent Mechanisms
[
JMLR]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2108
Neural Collapse meets Differential Privacy: Curious behaviors of NoisyGD with Near-Perfect Representation Learning
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1016
Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2605
Variational Schrödinger Diffusion Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2203
Emergence of In-Context Reinforcement Learning from Noise Distillation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2207
Privacy Backdoors: Stealing Data with Corrupted Pretrained Models
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #607
DoRA: Weight-Decomposed Low-Rank Adaptation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1316
Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2505
CW Complex Hypothesis for Image Data
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #704
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1011
Statistical Properties of Robust Satisficing
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1204
Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #306
Auctionformer: A Unified Deep Learning Algorithm for Solving Equilibrium Strategies in Auction Games
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1505
Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-asymptotic Analysis
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2102
Seesaw: Compensating for Nonlinear Reduction with Linear Computations for Private Inference
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #303
Subgoal-based Demonstration Learning for Formal Theorem Proving
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1109
Bring Your Own (Non-Robust) Algorithm to Solve Robust MDPs by Estimating The Worst Kernel
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #516
Proteus: Exploring Protein Structure Generation for Enhanced Designability and Efficiency
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1508
Asymptotics of Learning with Deep Structured (Random) Features
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1305
Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #915
Initial Guessing Bias: How Untrained Networks Favor Some Classes
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #811
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #815
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses
[
Slides]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1604
On the Error-Propagation of Inexact Hotelling's Deflation for Principal Component Analysis
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2317
RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #610
Emergent Representations of Program Semantics in Language Models Trained on Programs
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #406
An Effective Dynamic Gradient Calibration Method for Continual Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2617
GPTSwarm: Language Agents as Optimizable Graphs
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1113
EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #112
MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #503
Weisfeiler-Leman at the margin: When more expressivity matters
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #410
Sparse and Structured Hopfield Networks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #604
Translating Subgraphs to Nodes Makes Simple GNNs Strong and Efficient for Subgraph Representation Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1414
Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #900
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2109
Privacy Preserving Adaptive Experiment Design
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2509
A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2416
Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2501
Can Gaussian Sketching Converge Faster on a Preconditioned Landscape?
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1206
Foundation Policies with Hilbert Representations
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1114
Improving Generalization in Offline Reinforcement Learning via Adversarial Data Splitting
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #816
Contrasting Multiple Representations with the Multi-Marginal Matching Gap
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2712
Bootstrap AutoEncoders With Contrastive Paradigm for Self-supervised Gaze Estimation
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #507
CARTE: Pretraining and Transfer for Tabular Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #114
Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #102
Learning Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1110
Adaptive-Gradient Policy Optimization: Enhancing Policy Learning in Non-Smooth Differentiable Simulations
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #501
Swallowing the Bitter Pill: Simplified Scalable Conformer Generation
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2610
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2507
Universal Gradient Methods for Stochastic Convex Optimization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2005
Learning with 3D rotations, a hitchhiker's guide to SO(3)
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #103
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1313
On Universally Optimal Algorithms for A/B Testing
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #602
Long Range Propagation on Continuous-Time Dynamic Graphs
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #703
Q-Probe: A Lightweight Approach to Reward Maximization for Language Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2612
Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1303
Parameter Estimation in DAGs from Incomplete Data via Optimal Transport
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1115
Code as Reward: Empowering Reinforcement Learning with VLMs
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1901
Residual Quantization with Implicit Neural Codebooks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2515
Automated Loss function Search for Class-imbalanced Node Classification
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #600
Graph Structure Extrapolation for Out-of-Distribution Generalization
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2503
Discovering Mixtures of Structural Causal Models from Time Series Data
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2205
Unveiling Privacy, Memorization, and Input Curvature Links
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2602
Position: What Can Large Language Models Tell Us about Time Series Analysis
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1112
Test-Time Regret Minimization in Meta Reinforcement Learning
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1217
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2404
Tuning-Free Stochastic Optimization
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1101
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1803
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #212
Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #314
Sample as you Infer: Predictive Coding with Langevin Dynamics
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1311
Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #403
SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #401
DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2209
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2008
Binary Decomposition: A Problem Transformation Perspective for Open-Set Semi-Supervised Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #110
Position: The Reasonable Person Standard for AI
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #407
ULAREF: A Unified Label Refinement Framework for Learning with Inaccurate Supervision
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #106
NeuralIndicator: Implicit Surface Reconstruction from Neural Indicator Priors
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1602
On Interpolating Experts and Multi-Armed Bandits
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2415
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #911
Interacting Diffusion Processes for Event Sequence Forecasting
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2502
Causality Based Front-door Defense Against Backdoor Attack on Language Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #807
Partial Multi-View Multi-Label Classification via Semantic Invariance Learning and Prototype Modeling
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1507
Critical windows: non-asymptotic theory for feature emergence in diffusion models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #711
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1002
Learning to Remove Cuts in Integer Linear Programming
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2402
How Does Goal Relabeling Improve Sample Efficiency?
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2300
Distributed Bilevel Optimization with Communication Compression
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1808
Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1806
Learning Mixtures of Gaussian Processes through Random Projection
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #808
Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2714
Achieving Margin Maximization Exponentially Fast via Progressive Norm Rescaling
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2313
Towards Compositionality in Concept Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2713
High-Dimensional Geometric Streaming for Nearly Low Rank Data
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2104
CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #905
Stochastic Optimization with Arbitrary Recurrent Data Sampling
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #910
A Tensor Decomposition Perspective on Second-order RNNs
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2101
Privacy Attacks in Decentralized Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1406
Restoring balance: principled under/oversampling of data for optimal classification
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2312
Position: Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1301
Estimating the Permanent by Nesting Importance Sampling
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2406
Random features models: a way to study the success of naive imputation
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1408
How Deep Networks Learn Sparse and Hierarchical Data: the Sparse Random Hierarchy Model
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1005
Adaptive Stabilization Based on Machine Learning for Column Generation
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2607
On the Complexity of Finite-Sum Smooth Optimization under the Polyak–Łojasiewicz Condition
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #514
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #301
Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #502
Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2117
Faster Maximum Inner Product Search in High Dimensions
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1310
Hieros: Hierarchical Imagination on Structured State Space Sequence World Models
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #902
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1401
Novel Spectral Algorithms for the Partial Credit Model
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #107
Leveraging VLM-Based Pipelines to Annotate 3D Objects
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2413
Neural Networks Learn Statistics of Increasing Complexity
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #508
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2213
Conformal Prediction with Learned Features
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #805
By Tying Embeddings You Are Assuming the Distributional Hypothesis
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2214
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1315
Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1908
Scaling Beyond the GPU Memory Limit for Large Mixture-of-Experts Model Training
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #415
Why do Variational Autoencoders Really Promote Disentanglement?
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1907
Position: $C^*$-Algebraic Machine Learning $-$ Moving in a New Direction
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1601
Best of Both Worlds Guarantees for Smoothed Online Quadratic Optimization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2506
Stability Evaluation through Distributional Perturbation Analysis
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #812
Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #217
Dynamic Survival Analysis with Controlled Latent States
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #304
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #113
Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2111
Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #707
Language Models Represent Beliefs of Self and Others
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #517
Diffusion Rejection Sampling
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #402
Improving Open-Ended Text Generation via Adaptive Decoding
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #202
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1104
Langevin Policy for Safe Reinforcement Learning
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #317
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #108
Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2417
Position: Optimization in SciML Should Employ the Function Space Geometry
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #100
Generative Active Learning for Long-tailed Instance Segmentation
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #617
QuRating: Selecting High-Quality Data for Training Language Models
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1211
Model-Free Robust $\phi$-Divergence Reinforcement Learning Using Both Offline and Online Data
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1606
Online Algorithms with Uncertainty-Quantified Predictions
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1212
Learning from Integral Losses in Physics Informed Neural Networks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2609
Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2311
On the Maximal Local Disparity of Fairness-Aware Classifiers
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #216
Conformalized Adaptive Forecasting of Heterogeneous Trajectories
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1010
Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1501
Learning from Streaming Data when Users Choose
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #213
DynSyn: Dynamical Synergistic Representation for Efficient Learning and Control in Overactuated Embodied Systems
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2204
Towards Certified Unlearning for Deep Neural Networks
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #509
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1200
Simple Ingredients for Offline Reinforcement Learning
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1014
Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2308
Feature Importance Disparities for Data Bias Investigations
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #510
Learning Latent Space Hierarchical EBM Diffusion Models
[
Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1906
QBMK: Quantum-based Matching Kernels for Un-attributed Graphs
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1807
Sliced Wasserstein with Random-Path Projecting Directions
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Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2301
Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing
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Slides]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1107
Averaging $n$-step Returns Reduces Variance in Reinforcement Learning
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #504
How Interpretable Are Interpretable Graph Neural Networks?
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #701
video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #907
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #500
Graph Neural Networks with a Distribution of Parametrized Graphs
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2715
CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #311
Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2307
Evaluating Model Bias Requires Characterizing its Mistakes
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #913
Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition
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Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #101
Image Fusion via Vision-Language Model
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1701
Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choice
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #105
3D Geometric Shape Assembly via Efficient Point Cloud Matching
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2608
Spider: A Unified Framework for Context-dependent Concept Segmentation
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1705
Absolute Policy Optimization: Enhancing Lower Probability Bound of Performance with High Confidence
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 None
Poster Session 6
View of AI from the European Commission
Thu Jul 25 06:00 AM -- 07:00 AM (PDT) @ Hall C 1-3 None
Lucilla Sioli
Break
Thu Jul 25 07:00 AM -- 07:30 AM (PDT) None
Coffee Break
Oral
Thu Jul 25 07:30 AM -- 07:45 AM (PDT) @ Hall A1 None
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention
Oral
Thu Jul 25 07:30 AM -- 07:45 AM (PDT) @ Lehar 1-4 None
Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choice
Oral
Thu Jul 25 07:30 AM -- 07:45 AM (PDT) @ Hall A2 None
NExT-GPT: Any-to-Any Multimodal LLM
Oral
Thu Jul 25 07:30 AM -- 07:45 AM (PDT) @ Hall C 1-3 None
Position: Open-Endedness is Essential for Artificial Superhuman Intelligence
Oral
Thu Jul 25 07:30 AM -- 07:45 AM (PDT) @ Hall A8 None
Learning Useful Representations of Recurrent Neural Network Weight Matrices
Oral
Thu Jul 25 07:30 AM -- 07:45 AM (PDT) @ Straus 1-3 None
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline
Oral
Thu Jul 25 07:30 AM -- 08:30 AM (PDT) @ Hall C 1-3 None
Oral 6A Agents and World Modeling
Oral
Thu Jul 25 07:30 AM -- 08:30 AM (PDT) @ Hall A1 None
Oral 6B Low Rank Learning
Oral
Thu Jul 25 07:30 AM -- 08:30 AM (PDT) @ Hall A2 None
Oral 6C Multimodal Learning
Oral
Thu Jul 25 07:30 AM -- 08:30 AM (PDT) @ Hall A8 None
Oral 6D Representation Learning 2
Oral
Thu Jul 25 07:30 AM -- 08:30 AM (PDT) @ Straus 1-3 None
Oral 6E Robustness and Safety
Oral
Thu Jul 25 07:30 AM -- 08:30 AM (PDT) @ Lehar 1-4 None
Oral 6F Experimental Design and Simulation
Oral
Thu Jul 25 07:45 AM -- 08:00 AM (PDT) @ Hall A8 None
Data-free Neural Representation Compression with Riemannian Neural Dynamics
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Slides]
Oral
Thu Jul 25 07:45 AM -- 08:00 AM (PDT) @ Straus 1-3 None
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
Oral
Thu Jul 25 07:45 AM -- 08:00 AM (PDT) @ Lehar 1-4 None
All-in-one simulation-based inference
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Slides]
Oral
Thu Jul 25 07:45 AM -- 08:00 AM (PDT) @ Hall A1 None
DoRA: Weight-Decomposed Low-Rank Adaptation
Oral
Thu Jul 25 07:45 AM -- 08:00 AM (PDT) @ Hall C 1-3 None
Learning to Model the World With Language
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Slides]
Oral
Thu Jul 25 07:45 AM -- 08:00 AM (PDT) @ Hall A2 None
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
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Slides]
Oral
Thu Jul 25 08:00 AM -- 08:15 AM (PDT) @ Hall A2 None
FedMBridge: Bridgeable Multimodal Federated Learning
Oral
Thu Jul 25 08:00 AM -- 08:15 AM (PDT) @ Lehar 1-4 None
Privacy Preserving Adaptive Experiment Design
Oral
Thu Jul 25 08:00 AM -- 08:15 AM (PDT) @ Straus 1-3 None
Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error
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Slides]
Oral
Thu Jul 25 08:00 AM -- 08:15 AM (PDT) @ Hall A8 None
Neural Collapse meets Differential Privacy: Curious behaviors of NoisyGD with Near-Perfect Representation Learning
Oral
Thu Jul 25 08:00 AM -- 08:15 AM (PDT) @ Hall C 1-3 None
CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents
Oral
Thu Jul 25 08:00 AM -- 08:15 AM (PDT) @ Hall A1 None
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Oral
Thu Jul 25 08:15 AM -- 08:30 AM (PDT) @ Hall A8 None
Contrasting Multiple Representations with the Multi-Marginal Matching Gap
Oral
Thu Jul 25 08:15 AM -- 08:30 AM (PDT) @ Hall C 1-3 None
GPTSwarm: Language Agents as Optimizable Graphs
Oral
Thu Jul 25 08:15 AM -- 08:30 AM (PDT) @ Hall A2 None
A Touch, Vision, and Language Dataset for Multimodal Alignment
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Slides]
Oral
Thu Jul 25 08:15 AM -- 08:30 AM (PDT) @ Hall A1 None
LoRA Training in the NTK Regime has No Spurious Local Minima
[
Slides]
Oral
Thu Jul 25 08:15 AM -- 08:30 AM (PDT) @ Lehar 1-4 None
Environment Design for Inverse Reinforcement Learning
[
Slides]
Oral
Thu Jul 25 08:15 AM -- 08:30 AM (PDT) @ Straus 1-3 None
Scalable AI Safety via Doubly-Efficient Debate
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Slides]
Registration Desk
Thu Jul 25 11:00 PM -- 07:00 AM (PDT) @ Hall A Foyer None
Registration
Break
Thu Jul 25 11:30 PM -- 12:00 AM (PDT) None
Coffee Break
Remarks
Fri Jul 26 12:00 AM -- 12:05 AM (PDT) None
Opening Remarks
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Lehar 3 None
Structured Probabilistic Inference and Generative Modeling
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Lehar 4 None
Multi-modal Foundation Model meets Embodied AI (MFM-EAI)
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Hall A2 None
Long-Context Foundation Models
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Lehar 2 None
ES-FoMo II: 2nd Workshop on Efficient Systems for Foundation Models
Workshop
Fri Jul 26 12:00 AM -- 07:55 AM (PDT) @ Stolz 2 None
ML for Life and Material Science: From Theory to Industry Applications
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Schubert 4 - 6 None
Models of Human Feedback for AI Alignment
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Schubert 1 - 3 None
Aligning Reinforcement Learning Experimentalists and Theorists
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Stolz 1 None
Machine Learning for Earth System Modeling: Accelerating Pathways to Impact
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Hall A1 None
Next Generation of AI Safety
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Straus 1 None
ICML 2024 Workshop on Foundation Models in the Wild
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Hall A8 None
AI for Science: Scaling in AI for Scientific Discovery
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Stolz 0 None
Differentiable Almost Everything: Differentiable Relaxations, Algorithms, Operators, and Simulators
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Straus 2 None
High-dimensional Learning Dynamics Workshop: The Emergence of Structure and Reasoning
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Lehar 1 None
AI for Math Workshop
Workshop
Fri Jul 26 12:00 AM -- 08:00 AM (PDT) @ Straus 3 None
Next Generation of Sequence Modeling Architectures
Break
Fri Jul 26 03:30 AM -- 05:00 AM (PDT) None
Hosted Lunch
Break
Fri Jul 26 06:30 AM -- 07:00 AM (PDT) None
Coffee & Snack Break
Remarks
Fri Jul 26 07:55 AM -- 08:00 AM (PDT) None
Closing Remarks
Registration Desk
Fri Jul 26 11:00 PM -- 02:00 AM (PDT) @ Hall A Foyer None
Registration
Break
Fri Jul 26 11:30 PM -- 12:00 AM (PDT) None
Coffee Break
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Straus 2 None
Workshop on Theoretical Foundations of Foundation Models (TF2M)
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Stolz 2 None
Agentic Markets Workshop
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Hall A1 None
2nd Workshop on Advancing Neural Network Training : Computational Efficiency, Scalability, and Resource Optimization (WANT@ICML 2024)
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Lehar 1 None
Workshop on Mechanistic Interpretability
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Straus 3 None
Data-centric Machine Learning Research (DMLR): Datasets for Foundation Models
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Hall A8 None
Text, camera, action! Frontiers in controllable video generation
Workshop
Sat Jul 27 12:00 AM -- 07:55 AM (PDT) @ Schubert 4 - 6 None
Foundations of Reinforcement Learning and Control: Connections and Perspectives
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Schubert 1 - 3 None
Geometry-grounded Representation Learning and Generative Modeling
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Hall A2 None
Humans, Algorithmic Decision-Making and Society: Modeling Interactions and Impact
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Lehar 2 None
2nd Workshop on Generative AI and Law (GenLaw ’24)
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Lehar 3 None
ICML Workshop on Large Language Models and Cognition
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Lehar 4 None
1st ICML Workshop on In-Context Learning (ICL @ ICML 2024)
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Stolz 1 None
Accessible and Efficient Foundation Models for Biological Discovery
Workshop
Sat Jul 27 12:00 AM -- 08:00 AM (PDT) @ Stolz 0 None
Automated Reinforcement Learning: Exploring Meta-Learning, AutoML, and LLMs
Workshop
Sat Jul 27 12:30 AM -- 08:00 AM (PDT) @ Straus 1 None
Trustworthy Multi-modal Foundation Models and AI Agents (TiFA)
Break
Sat Jul 27 03:30 AM -- 05:00 AM (PDT) None
Hosted Lunch
Break
Sat Jul 27 06:30 AM -- 07:00 AM (PDT) None
Coffee & Snack Break