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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
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 #1003
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1010
Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2313
Towards Compositionality in Concept Learning
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2311
On the Maximal Local Disparity of Fairness-Aware Classifiers
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #804
Scaling Laws for Fine-Grained Mixture of Experts
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #314
Sample as you Infer: Predictive Coding with Langevin Dynamics
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1414
Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks
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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
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Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #400
Unsupervised Concept Discovery Mitigates Spurious Correlations
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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
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Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #303
Subgoal-based Demonstration Learning for Formal Theorem Proving
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2203
Emergence of In-Context Reinforcement Learning from Noise Distillation
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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
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JMLR]
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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #412
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1215
Environment Design for Inverse Reinforcement Learning
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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
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1801
Position: The Causal Revolution Needs Scientific Pragmatism
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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
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JMLR]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2114
Learning to Continually Learn with the Bayesian Principle
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #417
A Geometric Explanation of the Likelihood OOD Detection Paradox
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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
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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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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1107
Averaging $n$-step Returns Reduces Variance in Reinforcement Learning
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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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Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1501
Learning from Streaming Data when Users Choose
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2213
Conformal Prediction with Learned Features
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2714
Achieving Margin Maximization Exponentially Fast via Progressive Norm Rescaling
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1806
Learning Mixtures of Gaussian Processes through Random Projection
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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 #2607
On the Complexity of Finite-Sum Smooth Optimization under the Polyak–Łojasiewicz Condition
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2413
Neural Networks Learn Statistics of Increasing Complexity
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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1315
Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #415
Why do Variational Autoencoders Really Promote Disentanglement?
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2506
Stability Evaluation through Distributional Perturbation Analysis
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #217
Dynamic Survival Analysis with Controlled Latent States
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1104
Langevin Policy for Safe Reinforcement Learning
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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 #2308
Feature Importance Disparities for Data Bias Investigations
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #504
How Interpretable Are Interpretable Graph Neural Networks?
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2601
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding
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 #308
Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2107
Recovering Labels from Local Updates in Federated Learning
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2112
FedMBridge: Bridgeable Multimodal Federated Learning
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2405
LLaGA: Large Language and Graph Assistant
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2316
Provably Better Explanations with Optimized Aggregation of Feature Attributions
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1006
Predicting Lagrangian Multipliers for Mixed Integer Linear Programs
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1700
Prediction-powered Generalization of Causal Inferences
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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 #2517
Consistent Adversarially Robust Linear Classification: Non-Parametric Setting
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2002
Approximate Nearest Neighbor Search with Window Filters
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2207
Privacy Backdoors: Stealing Data with Corrupted Pretrained Models
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #503
Weisfeiler-Leman at the margin: When more expressivity matters
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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
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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 #2005
Learning with 3D rotations, a hitchhiker's guide to SO(3)
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #602
Long Range Propagation on Continuous-Time Dynamic Graphs
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2515
Automated Loss function Search for Class-imbalanced Node Classification
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1311
Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1301
Estimating the Permanent by Nesting Importance Sampling
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1900
Learning Useful Representations of Recurrent Neural Network Weight Matrices
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #414
Understanding Diffusion Models by Feynman's Path Integral
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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
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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
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2113
Improving Interpretation Faithfulness for Vision Transformers
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2106
Provable Privacy with Non-Private Pre-Processing
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2606
Accelerating Transformer Pre-training with 2:4 Sparsity
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1901
Residual Quantization with Implicit Neural Codebooks
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #405
Smooth Min-Max Monotonic Networks
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1106
Zero-Shot Reinforcement Learning via Function Encoders
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #609
Towards Efficient Exact Optimization of Language Model Alignment
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2409
Generalized Neural Collapse for a Large Number of Classes
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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
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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
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Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2404
Tuning-Free Stochastic Optimization
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #507
CARTE: Pretraining and Transfer for Tabular Learning
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #904
The Computational Complexity of Finding Second-Order Stationary Points
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #105
3D Geometric Shape Assembly via Efficient Point Cloud Matching
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1217
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #600
Graph Structure Extrapolation for Out-of-Distribution Generalization
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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
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2109
Privacy Preserving Adaptive Experiment Design
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1011
Statistical Properties of Robust Satisficing
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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
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #406
An Effective Dynamic Gradient Calibration Method for Continual Learning
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #401
DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation
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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
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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
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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
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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
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #606
Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1004
On the Hardness of Probabilistic Neurosymbolic Learning
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #700
tinyBenchmarks: evaluating LLMs with fewer examples
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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
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 #1415
Regression with Multi-Expert Deferral
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1416
On the Consistency of Kernel Methods with Dependent Observations
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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
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #800
Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation
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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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1112
Test-Time Regret Minimization in Meta Reinforcement Learning
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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
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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
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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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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
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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
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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
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
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Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1206
Foundation Policies with Hilbert Representations
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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
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Poster]
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]
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 #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 #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 #1002
Learning to Remove Cuts in Integer Linear Programming
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 #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 #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 #2210
Decomposable Submodular Maximization in Federated Setting
[
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 #110
Position: The Reasonable Person Standard for AI
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 #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 #2507
Universal Gradient Methods for Stochastic Convex Optimization
[
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]
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 #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 #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 #1508
Asymptotics of Learning with Deep Structured (Random) Features
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]
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 #2215
Position: A Roadmap to Pluralistic Alignment
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 #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 #2115
Online Adaptive Anomaly Thresholding with Confidence Sequences
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 #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 #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 #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 #2117
Faster Maximum Inner Product Search in High Dimensions
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 #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 #2503
Discovering Mixtures of Structural Causal Models from Time Series Data
[
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 #1303
Parameter Estimation in DAGs from Incomplete Data via Optimal Transport
[
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 #2610
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge
[
Poster]
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 #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 #1114
Improving Generalization in Offline Reinforcement Learning via Adversarial Data Splitting
[
Poster]
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 #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 #2505
CW Complex Hypothesis for Image Data
[
Poster]
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 #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 #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 #712
NExT-GPT: Any-to-Any Multimodal LLM
[
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 #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 #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 #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 #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 #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 #2211
FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Reconstruction Error
[
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 #1805
Foundations of Testing for Finite-Sample Causal Discovery
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 #909
Neuro-Symbolic Temporal Point Processes
[
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 #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 #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 #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 #2116
Discounted Adaptive Online Learning: Towards Better Regularization
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 #716
CaM: Cache Merging for Memory-efficient LLMs Inference
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 #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 #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 #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 #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 #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 #1202
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks
[
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 #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 #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 #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 #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 #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 #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 #510
Learning Latent Space Hierarchical EBM Diffusion Models
[
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 #100
Generative Active Learning for Long-tailed Instance Segmentation
[
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 #707
Language Models Represent Beliefs of Self and Others
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 #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 #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 #902
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF
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 #301
Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization
[
Poster]
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 #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 #905
Stochastic Optimization with Arbitrary Recurrent Data Sampling
[
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 #2402
How Does Goal Relabeling Improve Sample Efficiency?
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 #911
Interacting Diffusion Processes for Event Sequence Forecasting
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 #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 #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 #2101
Privacy Attacks in Decentralized Learning
[
Poster]
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
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 #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 #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 #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 #517
Diffusion Rejection Sampling
[
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 #1606
Online Algorithms with Uncertainty-Quantified Predictions
[
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
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 #2307
Evaluating Model Bias Requires Characterizing its Mistakes
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 #305
Autoformalizing Euclidean Geometry
[
Poster]
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 #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 #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 #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 #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 #1411
When is Transfer Learning Possible?
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 #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 #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 #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 #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 #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 #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 #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 #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 #2216
Graph Neural Network Explanations are Fragile
[
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 #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 #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 #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 #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 #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 #607
DoRA: Weight-Decomposed Low-Rank Adaptation
[
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 #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 #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 #2617
GPTSwarm: Language Agents as Optimizable Graphs
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1304
GFlowNet Training by Policy Gradients
[
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 #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 #2605
Variational Schrödinger Diffusion Models
[
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
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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
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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
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Poster]
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
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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 #2208
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs
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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
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Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #611
Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution
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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 #1309
All-in-one simulation-based inference
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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 #300
Optimization without Retraction on the Random Generalized Stiefel Manifold
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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
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JMLR]
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
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Poster]
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
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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
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Slides]
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
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Poster]
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
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 #2302
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation
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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
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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
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Poster]
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
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Poster]
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 #2616
Asymmetry in Low-Rank Adapters of Foundation Models
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Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1205
Learning to Model the World With Language
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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
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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
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Poster]
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 #2412
On Discrete Prompt Optimization for Diffusion Models
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2408
Directly Denoising Diffusion Models
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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
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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
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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
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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
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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
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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
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Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1012
Error Feedback Can Accurately Compress Preconditioners
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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
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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
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Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #714
Ameliorate Spurious Correlations in Dataset Condensation
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Slides]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1400
Particle Denoising Diffusion Sampler
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Poster]
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
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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 ?
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Slides]
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
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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
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Poster]
Spotlight Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #616
Agnostic Sample Compression Schemes for Regression
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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
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
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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
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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
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Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2206
PAGER: Accurate Failure Characterization in Deep Regression Models
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Poster]
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
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Poster]
