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What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement
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Poster]
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Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding
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Sampling is as easy as keeping the consistency: convergence guarantee for Consistency Models
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Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2710
Differentiable Weightless Neural Networks
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2607
Classification Under Strategic Self-Selection
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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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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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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #811
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #917
Arrows of Time for Large Language Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #500
Gated Linear Attention Transformers with Hardware-Efficient Training
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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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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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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #911
Understanding Finetuning for Factual Knowledge Extraction
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #412
Estimating Canopy Height at Scale
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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
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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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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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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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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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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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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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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2205
On Online Experimentation without Device Identifiers
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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?
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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
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #712
Neural Diffusion Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2617
Principled Gradient-Based MCMC for Conditional Sampling of Text
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2608
KernelWarehouse: Rethinking the Design of Dynamic Convolution
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2116
Small-loss Adaptive Regret for Online Convex Optimization
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #816
MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving
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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
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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
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1602
Outlier-robust Kalman Filtering through Generalised Bayes
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1314
Barrier Algorithms for Constrained Non-Convex Optimization
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2415
Relational DNN Verification With Cross Executional Bound Refinement
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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
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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
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2615
DiffFPR: Diffusion Prior for Oversampled Fourier Phase Retrieval
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #403
Prompt-guided Precise Audio Editing with Diffusion Models
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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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Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1204
Model Alignment as Prospect Theoretic Optimization
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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
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #805
DOGE: Domain Reweighting with Generalization Estimation
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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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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
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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
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1417
Value-Evolutionary-Based Reinforcement Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2216
Analyzing $D^\alpha$ seeding for $k$-means
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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?
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2202
Counterfactual Image Editing
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2511
Data Poisoning Attacks against Conformal Prediction
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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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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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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #107
GeoMFormer: A General Architecture for Geometric Molecular Representation Learning
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Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2212
Memory Consolidation Enables Long-Context Video Understanding
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2211
Layerwise Change of Knowledge in Neural Networks
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1706
Logistic Variational Bayes Revisited
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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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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2916
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1115
Modeling Caption Diversity in Contrastive Vision-Language Pretraining
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2714
Active Preference Learning for Large Language Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #701
Graph Positional and Structural Encoder
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1203
Positive Concave Deep Equilibrium Models
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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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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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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2713
Implicit Bias of AdamW: $\ell_\infty$-Norm Constrained Optimization
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #502
Polynomial-based Self-Attention for Table Representation Learning
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1216
Box Facets and Cut Facets of Lifted Multicut Polytopes
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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
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2805
Parameter-Efficient Fine-Tuning with Discrete Fourier Transform
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2203
PGODE: Towards High-quality System Dynamics Modeling
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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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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
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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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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1112
A Statistical Framework for Data-dependent Retrieval-Augmented Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #116
Pluvial Flood Emulation with Hydraulics-informed Message Passing
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1406
Think Before You Act: Decision Transformers with Working Memory
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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
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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
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1808
Replicable Learning of Large-Margin Halfspaces
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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
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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
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1416
Exploration and Anti-Exploration with Distributional Random Network Distillation
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2901
Evolution-Inspired Loss Functions for Protein Representation Learning
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1208
Delving into the Convergence of Generalized Smooth Minimax Optimization
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #203
GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1205
Scaling Down Deep Learning with MNIST-1D
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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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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
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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
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2706
On the Diminishing Returns of Width for Continual Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2004
Online Non-stochastic Control with Partial Feedback
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JMLR]
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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
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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
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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
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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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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
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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
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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
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2006
Online Linear Regression in Dynamic Environments via Discounting
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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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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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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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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #704
Hypergraph-enhanced Dual Semi-supervised Graph Classification
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1805
In-context Convergence of Transformers
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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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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
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2907
Compositional Few-Shot Class-Incremental Learning
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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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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
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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
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1215
Differentiable Combinatorial Scheduling at Scale
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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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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #105
Expressivity and Generalization: Fragment-Biases for Molecular GNNs
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1701
Nesting Particle Filters for Experimental Design in Dynamical Systems
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1603
Naive Bayes Classifiers over Missing Data: Decision and Poisoning
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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
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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
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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 #1604
A Unified View of FANOVA: A Comprehensive Bayesian Framework for Component Selection and Estimation
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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 #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 #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 #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 #1413
Random Latent Exploration for Deep Reinforcement Learning
[
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 #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 #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 #2800
Confidence-aware Contrastive Learning for Selective Classification
[
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 #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 #2814
Encodings for Prediction-based Neural Architecture Search
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 #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 #1905
Provable Contrastive Continual Learning
[
Poster]
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 #3002
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models
[
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 #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 #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 #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 #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 #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 #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 #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 #1307
Scalable Online Exploration via Coverability
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 #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 #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 #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 #1705
Sampling-based Multi-dimensional Recalibration
[
Poster]
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 #103
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
[
Poster]
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
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]
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 #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 #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 #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 #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 #307
AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors
[
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 #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 #1801
Minimum-Norm Interpolation Under Covariate Shift
[
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 #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 #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 #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 #2207
First-Order Manifold Data Augmentation for Regression Learning
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 #1207
Generalized Smooth Variational Inequalities: Methods with Adaptive Stepsizes
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 #705
CKGConv: General Graph Convolution with Continuous Kernels
[
Poster]
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 #1211
MoMo: Momentum Models for Adaptive Learning Rates
[
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 #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 #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 #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 #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 #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 #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]
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 #1201
Interpretable Deep Clustering for Tabular Data
[
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 #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 #915
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond
[
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 #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 #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 #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 #2604
Learning to Intervene on Concept Bottlenecks
[
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 #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 #2610
Not all distributional shifts are equal: Fine-grained robust conformal inference
[
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 #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 #505
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning
[
Poster]
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 #711
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning
[
Poster]
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 #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 #607
Embarrassingly Parallel GFlowNets
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 #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 #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 #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 #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 #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 #1206
Learning to Compile Programs to Neural Networks
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #709
Aligning Transformers with Weisfeiler-Leman
[
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 #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 #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 #514
BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges
[
Poster]
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 #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 #1114
Matrix Information Theory for Self-Supervised Learning
[
Slides]
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 #2906
Information Flow in Self-Supervised Learning
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]
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 #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 #614
Genie: Generative Interactive Environments
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 #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 #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 #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 #2100
Learning Multiple Secrets in Mastermind
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 #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 #110
Diffusion Language Models Are Versatile Protein Learners
[
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 #2005
Efficient Contextual Bandits with Uninformed Feedback Graphs
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 #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 #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 #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 #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 #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 #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 #416
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
[
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 #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 #2612
Implicit Representations via Operator Learning
[
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 #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 #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 #1005
Denoising Autoregressive Representation Learning
[
Poster]
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 #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 #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
[
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
[
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 #1807
On Least Square Estimation in Softmax Gating Mixture of Experts
[
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 #515
Equivariant Deep Weight Space Alignment
[
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 #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
[
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
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2701
In-Context Principle Learning from Mistakes
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
[
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
[
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 #605
Efficient World Models with Context-Aware Tokenization
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 #2900
Rethinking Independent Cross-Entropy Loss For Graph-Structured Data
[
Poster]
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 #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 #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 #2603
Using AI Uncertainty Quantification to Improve Human Decision-Making
[
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
[
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
[
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 #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 #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 #613
Enhancing Implicit Shape Generators Using Topological Regularizations
[
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 #1217
Submodular framework for structured-sparse optimal transport
[
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 #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 #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 #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 #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 #2404
Split-and-Denoise: Protect large language model inference with local differential privacy
[
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 #901
Thermometer: Towards Universal Calibration for Large Language Models
[
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
[
Poster]
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 #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 #1408
Rethinking Decision Transformer via Hierarchical Reinforcement Learning
[
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
[
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 #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 #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 #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 #2911
GiLOT: Interpreting Generative Language Models via Optimal Transport
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #315
Potential Based Diffusion Motion Planning
[
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 #1105
Provable Benefits of Local Steps in Heterogeneous Federated Learning for Neural Networks: A Feature Learning Perspective
[
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]
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
[
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
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1802
Pairwise Alignment Improves Graph Domain Adaptation
[
Poster]
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 #812
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
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 #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 #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 #1116
High-Order Contrastive Learning with Fine-grained Comparative Levels for Sparse Ordinal Tensor Completion
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 #801
An Intrinsic Vector Heat Network
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
[
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
[
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 #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 #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 #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 #504
Bifurcated Attention for Single-Context Large-Batch Sampling
[
Poster]
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 #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 #1101
DNCs Require More Planning Steps
[
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 #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 #706
Graph Adversarial Diffusion Convolution
[
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 #2217
Dynamic Spectral Clustering with Provable Approximation Guarantee
[
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 #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 #2405
Privacy-Preserving Instructions for Aligning Large Language Models
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 #2512
Unbiased Multi-Label Learning from Crowdsourced Annotations
[
Poster]
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
[
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 #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 #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 #2609
Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models
[
Poster]
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?
[
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
[
Poster]
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
[
Poster]
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 #702
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach
[
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
[
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
[
Poster]
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 #216
Enhancing Adversarial Robustness in SNNs with Sparse Gradients
[
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 #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 #2512
Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection
[
Poster]
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
[
Poster]
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 #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 #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 #713
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent)
[
Poster]
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 #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 #1701
On Statistical Learning Theory for Distributional Inputs
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2309
Optimizing Watermarks for Large Language Models
[
Poster]
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
[
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 #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 #2911
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations
[
Poster]
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 #1109
Partial Optimality in the Linear Ordering Problem
[
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 #2513
Decomposing and Editing Predictions by Modeling Model Computation
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 #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 #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 #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 #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 #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 #1410
Regularized Q-learning through Robust Averaging
[
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]
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 #1009
Contextual Feature Selection with Conditional Stochastic Gates
[
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]
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 #1901
Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization
[
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]
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 #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 #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 #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 #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 #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 #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 #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 #1111
Parameter-Dependent Competitive Analysis for Online Capacitated Coverage Maximization through Boostings and Attenuations
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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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2101
Autoencoding Conditional Neural Processes for Representation Learning
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2807
Prospective Side Information for Latent MDPs
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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
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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
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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 #407
Generative Conditional Distributions by Neural (Entropic) Optimal Transport
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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
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Slides]
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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2605
When Will Gradient Regularization Be Harmful?
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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 #2600
DiJiang: Efficient Large Language Models through Compact Kernelization
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #108
Sub-token ViT Embedding via Stochastic Resonance Transformers
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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
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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
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Poster]
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 #812
Stacking Deep Set Networks and Pooling by Quantiles
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Poster]
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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1501
Kernel Semi-Implicit Variational Inference
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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
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
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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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2107
Weighted distance nearest neighbor condensing
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Slides]
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
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Poster]
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
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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
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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 #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 #1800
Collaborative Learning with Different Labeling Functions
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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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1411
Automated Statistical Model Discovery with Language Models
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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
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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
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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
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Slides]
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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2104
Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition
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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
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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?
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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
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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 #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 #310
Sharpness-Aware Data Generation for Zero-shot Quantization
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
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Slides]
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 #916
Compositional Curvature Bounds for Deep Neural Networks
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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 #814
DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection
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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
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2511
Explaining Probabilistic Models with Distributional Values
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 #2208
Let Go of Your Labels with Unsupervised Transfer
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]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2803
DMTG: One-Shot Differentiable Multi-Task Grouping
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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 #206
Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1903
Graph-Triggered Rising Bandits
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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]
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 #2604
Vision Transformers as Probabilistic Expansion from Learngene
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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
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Poster]
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
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1016
What is Dataset Distillation Learning?
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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 #905
STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
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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
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Poster]
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
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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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2216
Robust Multi-Task Learning with Excess Risks
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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 #503
Towards Modular LLMs by Building and Reusing a Library of LoRAs
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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 #311
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition
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Poster]
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
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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 #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 #600
Case-Based or Rule-Based: How Do Transformers Do the Math?
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2500
Scaling Exponents Across Parameterizations and Optimizers
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Poster]
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]
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 #2705
An Empirical Study of Realized GNN Expressiveness
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Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1203
Faster Adaptive Decentralized Learning Algorithms
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Poster]
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 #2203
Learning Label Shift Correction for Test-Agnostic Long-Tailed Recognition
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Slides]
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
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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
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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 #1415
PASOA- PArticle baSed Bayesian Optimal Adaptive design
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1416
Simulation-Based Inference with Quantile Regression
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
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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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2416
Probabilistic Constrained Reinforcement Learning with Formal Interpretability
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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
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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
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Slides]
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 #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 #1414
Learning to Explore for Stochastic Gradient MCMC
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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 #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 #2301
Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption
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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
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Poster]
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
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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
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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 #1403
Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms
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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
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Poster]
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
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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
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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
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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 #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 #1504
Debiased Distribution Compression
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2915
Image Clustering with External Guidance
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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
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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
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
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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
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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
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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
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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
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Poster]
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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1412
Momentum Particle Maximum Likelihood
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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 #700
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning
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Poster]
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 #103
Revisiting Context Aggregation for Image Matting
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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
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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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #604
Adaptive Text Watermark for Large Language Models
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
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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
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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
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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
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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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #507
Class-Imbalanced Graph Learning without Class Rebalancing
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Poster]
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
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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
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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
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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
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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
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Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #417
HumanTOMATO: Text-aligned Whole-body Motion Generation
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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 #2103
Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search
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Slides]
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
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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
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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 #1413
Improving Neural Additive Models with Bayesian Principles
[
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 #2809
LASER: Linear Compression in Wireless Distributed Optimization
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 #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 #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 #1116
Prodigy: An Expeditiously Adaptive Parameter-Free Learner
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 #2507
Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #813
Slot Abstractors: Toward Scalable Abstract Visual Reasoning
[
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 #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 #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 #2707
PIDformer: Transformer Meets Control Theory
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 #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 #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 #307
Position: Topological Deep Learning is the New Frontier for Relational Learning
[
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 #2102
Robustness of Nonlinear Representation Learning
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 #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 #1306
Bayesian Regret Minimization in Offline Bandits
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 #2804
Adaptive Conformal Inference by Betting
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 #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 #314
Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation
[
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 #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 #2110
Multiply-Robust Causal Change Attribution
[
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 #2805
Rejuvenating image-GPT as Strong Visual Representation Learners
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2310
One-Shot Strategic Classification Under Unknown Costs
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 #409
Rolling Diffusion Models
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 #2607
Open-Domain Text Evaluation via Contrastive Distribution Methods
[
Poster]
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
[
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 #1400
BeigeMaps: Behavioral Eigenmaps for Reinforcement Learning from Images
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #313
Improved Generalization of Weight Space Networks via Augmentations
[
Poster]
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 #2312
Statistical Test for Attention Maps in Vision Transformers
[
Poster]
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
[
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 #1311
Hybrid Reinforcement Learning from Offline Observation Alone
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #112
SurfPro: Functional Protein Design Based on Continuous Surface
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 #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 #2304
Private Truly-Everlasting Robust-Prediction
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 #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 #1409
Constrained Reinforcement Learning Under Model Mismatch
[
Poster]
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 #2003
A Field Guide for Pacing Budget and ROS Constraints
[
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 #309
A Universal Class of Sharpness-Aware Minimization Algorithms
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 #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 #1204
Ranking-based Client Imitation Selection for Efficient Federated Learning
[
Poster]
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
[
Poster]
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 #1907
Matroid Semi-Bandits in Sublinear Time
[
Poster]
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 #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 #513
Topological Neural Networks go Persistent, Equivariant, and Continuous
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 #2508
Trustless Audits without Revealing Data or Models
[
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
[
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 #2112
Continuous Treatment Effects with Surrogate Outcomes
[
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]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2008
An Efficient Maximal Ancestral Graph Listing Algorithm
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1505
Robust Graph Matching when Nodes are Corrupt
[
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 #317
Rapid Learning without Catastrophic Forgetting in the Morris Water Maze
[
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
[
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 #1014
How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective
[
Poster]
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)
[
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
[
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
[
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 #1017
A Rate-Distortion View of Uncertainty Quantification
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2002
Coresets for Multiple $\ell_p$ Regression
[
Poster]
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 #2005
Learning with Adaptive Resource Allocation
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
[
Poster]
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 #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 #708
Magicoder: Empowering Code Generation with OSS-Instruct
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 #2806
Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization
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 #815
Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance
[
Poster]
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 #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 #1406
Constrained Ensemble Exploration for Unsupervised Skill Discovery
[
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]
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 #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 #712
Learning and Forgetting Unsafe Examples in Large Language Models
[
Poster]
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 #2317
Representation Surgery for Multi-Task Model Merging
[
Poster]
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 #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 #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 #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 #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 #2616
Improving Sharpness-Aware Minimization by Lookahead
[
Slides]
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 #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 #1607
DAG-Based Column Generation for Adversarial Team Games
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1417
Transitional Uncertainty with Layered Intermediate Predictions
[
Poster]
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 #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 #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 #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 #2217
Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks
[
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 #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 #1906
Online Resource Allocation with Non-Stationary Customers
[
Slides]
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 #706
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning
[
Poster]
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 #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 #2000
Refining Minimax Regret for Unsupervised Environment Design
[
Poster]
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 #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 #113
FlowMM: Generating Materials with Riemannian Flow Matching
[
Slides]
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
[
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 #1304
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss
[
Poster]
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 #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 #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 #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 #2509
Iterative Search Attribution for Deep Neural Networks
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 #2612
Dynamic Evaluation of Large Language Models by Meta Probing Agents
[
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 #2407
Stealthy Imitation: Reward-guided Environment-free Policy Stealing
[
Poster]
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
[
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 #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 #2910
AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2405
Revisiting Character-level Adversarial Attacks for Language Models
[
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
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
[
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 #2214
Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction
[
Poster]
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 #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 #2913
Knowledge-aware Reinforced Language Models for Protein Directed Evolution
[
Poster]
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
[
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?
[
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?
[
Slides]
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
[
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]
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 #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]
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 #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 #707
A Closer Look at the Limitations of Instruction Tuning
[
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 #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 #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 #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 #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 #501
Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models
[
Poster]
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 #708
In-Context Language Learning: Architectures and Algorithms
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]
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 #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 #1110
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
[
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 #1207
Accelerating Federated Learning with Quick Distributed Mean Estimation
[
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 #500
D-Flow: Differentiating through Flows for Controlled Generation
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 #909
USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval
[
Poster]
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 #2511
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws
[
Poster]
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 #1508
Physics and Lie symmetry informed Gaussian processes
[
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 #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 #1214
Risk Aware Benchmarking of Large Language Models
[
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 #1300
Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations
[
Poster]
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 #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 #913
Provably Robust DPO: Aligning Language Models with Noisy Feedback
[
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 #1403
HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network
[
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 #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 #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 #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 #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 #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 #706
Multicalibration for Confidence Scoring in LLMs
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 #2207
Network Tight Community Detection
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #1017
Amortized Equation Discovery in Hybrid Dynamical Systems
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 #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 #2104
Boosting Offline Optimizers with Surrogate Sensitivity
[
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 #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 #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 #2300
Building Socially-Equitable Public Models
[
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 #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 #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 #817
Conditional Language Learning with Context
[
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 #513
A2Q+: Improving Accumulator-Aware Weight Quantization
[
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 #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 #1603
Multi-View Stochastic Block Models
[
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 #2404
Fair Off-Policy Learning from Observational Data
[
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 #212
RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models
[
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 #214
MS-TIP: Imputation Aware Pedestrian Trajectory Prediction
[
Poster]
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]
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2515
Faithfulness Measurable Masked 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 #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 #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 #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
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 #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 #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 #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 #2112
Conditional Common Entropy for Instrumental Variable Testing and Partial Identification
[
Slides]
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 #1013
The Illusion of State in State-Space Models
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 #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 #112
Equivariant Diffusion for Crystal Structure Prediction
[
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 #2106
OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
[
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 #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 #1408
Truly No-Regret Learning in Constrained MDPs
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]
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 #1115
Differentiable Model Scaling using Differentiable Topk
[
Poster]
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 #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 #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 #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 #2314
Differentially private exact recovery for stochastic block models
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]
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 #2310
Privacy Profiles for Private Selection
[
Poster]
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 #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 #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 #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 #2707
Offline Transition Modeling via Contrastive Energy Learning
[
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]
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]
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 #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 #2309
Differentially Private Decentralized Learning with Random Walks
[
Poster]
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 #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 #511
SparQ Attention: Bandwidth-Efficient LLM Inference
[
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 #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 #2805
Effective Federated Graph Matching
[
Poster]
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 #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 #2804
UPOCR: Towards Unified Pixel-Level OCR Interface
[
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 #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 #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 #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 #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 #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 #1002
Ensemble Pruning for Out-of-distribution Generalization
[
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 #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 #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 #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 #410
To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO
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 #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 #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 #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 #1206
Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers
[
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 #717
GATE: How to Keep Out Intrusive Neighbors
[
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 #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 #403
Learning Linear Block Error Correction Codes
[
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 #2208
Learning Universal Predictors
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #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
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1705
Optimal Coresets for Low-Dimensional Geometric Median
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 #1902
Probabilistic Generating Circuits - Demystified
[
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]
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]
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]
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
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 #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 #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 #2402
Distributionally Robust Data Valuation
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 #2005
Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
[
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 #607
SMaRt: Improving GANs with Score Matching Regularity
[
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]
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 #611
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
[
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]
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 #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 #2512
Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms
[
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 #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 #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 #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]
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]
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 #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 #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 #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 #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 #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 #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 #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 #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 #2113
Causal Discovery with Fewer Conditional Independence Tests
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 #616
PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design
[
JMLR]
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 #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 #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 #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 #2610
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
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
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 #507
CHAI: Clustered Head Attention for Efficient LLM Inference
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]
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 #2601
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
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 #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 #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 #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 #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 #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 #701
WAVES: Benchmarking the Robustness of Image Watermarks
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 #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 #2710
Transforming and Combining Rewards for Aligning Large Language Models
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 #2711
Sequential Kernel Goodness-of-fit Testing
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #2315
Auditing Private Prediction
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 #1315
Distributional Bellman Operators over Mean Embeddings
[
Slides]
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
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 #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 #2405
An Empirical Study Into What Matters for Calibrating Vision-Language Models
[
Poster]
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 #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 #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 #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 #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 #2101
Stochastic Interpolants with Data-Dependent Couplings
[
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 #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 #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 #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 #2211
Federated Neuro-Symbolic Learning
[
Poster]
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 #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 #1608
Differentially Private Domain Adaptation with Theoretical Guarantees
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 #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 #910
Prototypical Transformer As Unified Motion Learners
[
Poster]
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 #1103
Riemannian coordinate descent algorithms on matrix manifolds
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 #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 #1100
Faster Sampling via Stochastic Gradient Proximal Sampler
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 #1310
Information-Directed Pessimism for Offline Reinforcement Learning
[
Poster]
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 #1010
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents
[
Poster]
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2605
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
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 #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 #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 #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 #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 #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 #2712
Controlled Decoding from Language Models
[
Poster]
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 #412
Fine-grained Classes and How to Find Them
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
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 #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 #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 #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 #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 #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 #1501
Stable Differentiable Causal Discovery
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 #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 #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 #610
Disentanglement Learning via Topology
[
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
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 #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 #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 #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 #1505
Amortized Variational Deep Kernel Learning
[
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 #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 #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 #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 #1202
Offline Multi-Objective Optimization
[
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 #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 #2308
Balancing Similarity and Complementarity for Federated Learning
[
Poster]
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 #216
Probabilistic Time Series Modeling with Decomposable Denoising Diffusion Model
[
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]
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 #2502
Reflective Policy Optimization
[
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
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 #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 #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 #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 #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 #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 #2408
Trustworthy Actionable Perturbations
[
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 #1413
Robust Inverse Graphics via Probabilistic Inference
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 #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
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 #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 #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 #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 #2801
Completing Visual Objects via Bridging Generation and Segmentation
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #102
Scale-Free Image Keypoints Using Differentiable Persistent Homology
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 #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 #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 #716
On dimensionality of feature vectors in MPNNs
[
Poster]
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 #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 #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 #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 #1708
Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg
[
Poster]
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 #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 #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 #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 #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 #516
Sparse Dimensionality Reduction Revisited
[
Poster]
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 #400
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
[
Poster]
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 #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 #2407
Diversified Batch Selection for Training Acceleration
[
Poster]
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 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 #2703
Flexible Residual Binarization for Image Super-Resolution
[
Poster]
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 #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 #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 #2106
Non-parametric Online Change Point Detection on Riemannian Manifolds
[
Poster]
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 #1605
On the Asymptotic Distribution of the Minimum Empirical Risk
[
Slides]
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 #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 #508
Cooperative Graph Neural Networks
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #2413
Monotone Individual Fairness
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 #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 #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 #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 #915
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #609
Evaluating Quantized Large Language Models
[
Slides]
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 #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 #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 #1017
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More
[
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 #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 #606
Position: Stop Making Unscientific AGI Performance Claims
[
Poster]
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 #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 #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 #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 #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 #401
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences
[
Poster]
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 #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 #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 #2507
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines
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 #2609
Simplicity Bias via Global Convergence of Sharpness Minimization
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 #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 #1417
Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling
[
Poster]
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]
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 #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 #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 #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 #2417
AI Control: Improving Safety Despite Intentional Subversion
[
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]
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 #2114
Neural-Kernel Conditional Mean Embeddings
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 #2503
Detecting and Identifying Selection Structure in Sequential Data
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 #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 #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 #1304
Imitation Learning from Purified Demonstrations
[
Poster]
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 #100
Statistical Inference Under Constrained Selection Bias
[
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 #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 #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 #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 #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 #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 #2705
Understanding Heterophily for Graph Neural Networks
[
Poster]
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]
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]
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 #801
MEMORYLLM: Towards Self-Updatable Large Language Models
[
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 #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 #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 #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 #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 #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 #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 #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 #500
Token-level Direct Preference Optimization
[
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 #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 #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 #1202
Mollification Effects of Policy Gradient Methods
[
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]
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 #1401
Highway Value Iteration Networks
[
Slides]
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 #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 #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 #1203
MusicRL: Aligning Music Generation to Human Preferences
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 #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 #710
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
[
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 #811
SCoRe: Submodular Combinatorial Representation Learning
[
Poster]
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 #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 #711
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
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 #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 #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 #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 #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 #1703
$H$-Consistency Guarantees for Regression
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 #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 #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 #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 #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 #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 #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 #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 #2204
Delving into Differentially Private Transformer
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]
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 #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 #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 #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 #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 #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 #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 #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 #1905
Reweighted Solutions for Weighted Low Rank Approximation
[
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 #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 #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 #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 #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 #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 #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 #409
Compositional Image Decomposition with 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 #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 #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 #805
Language Models with Conformal Factuality Guarantees
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]
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 #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 #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 #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 #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 #2515
Large Scale Dataset Distillation with Domain Shift
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 #514
Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling
[
Poster]
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 #1800
Factored-Reward Bandits with Intermediate Observations
[
Poster]
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 #2512
Certifiably Byzantine-Robust Federated Conformal Prediction
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 #2716
Scalable Pre-training of Large Autoregressive Image Models
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 #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 #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 #2608
Explain Temporal Black-Box Models via Functional Decomposition
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 #511
Equivariant Frames and the Impossibility of Continuous Canonicalization
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 #1600
How Transformers Learn Causal Structure with Gradient Descent
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]
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 #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 #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 #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 #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 #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 #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 #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 #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 #1003
Stability-Informed Initialization of Neural Ordinary Differential Equations
[
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 #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 #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 #2500
Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty
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 #503
Comparing Graph Transformers via Positional Encodings
[
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 #2601
Disentangled 3D Scene Generation with Layout Learning
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 #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 #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 #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 #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 #317
Breaking through the learning plateaus of in-context learning in Transformer
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 #2402
SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #2514
On the Calibration of Human Pose Estimation
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 #502
Position: Future Directions in the Theory of Graph Machine 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 #101
Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering
[
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]
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 #2715
Fast Decision Boundary based Out-of-Distribution Detector
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 #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 #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 #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 #2605
DetKDS: Knowledge Distillation Search for Object Detectors
[
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 #1002
Balanced Resonate-and-Fire Neurons
[
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 #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 #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 #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 #2706
Flora: Low-Rank Adapters Are Secretly Gradient Compressors
[
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 #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 #2107
Federated Combinatorial Multi-Agent Multi-Armed Bandits
[
Poster]
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 #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 #603
Image Hijacks: Adversarial Images can Control Generative Models at Runtime
[
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 #1108
Demystifying SGD with Doubly Stochastic Gradients
[
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 #1205
Efficient Value Iteration for s-rectangular Robust Markov Decision Processes
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 #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 #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 #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 #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 #2317
Fair Federated Learning via the Proportional Veto Core
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 #2116
Ambiguity-Aware Abductive Learning
[
Poster]
Poster
Wed Jul 24 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1313
Quality-Diversity with Limited Resources
[
Poster]
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 #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 #2214
PerceptAnon: Exploring the Human Perception of Image Anonymization Beyond Pseudonymization for GDPR
[
Poster]
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 #2300
Extracting Training Data From Document-Based VQA Models
[
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 #1806
Randomized Confidence Bounds for Stochastic Partial Monitoring
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 #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 #211
Modelling Microbial Communities with Graph Neural Networks
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 #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 #2212
Differentially Private Sum-Product Networks
[
Poster]
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]
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 #1400
A Bayesian Approach to Online Planning
[
Poster]
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 #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 #610
Evolving Subnetwork Training for Large Language Models
[
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 #605
Flextron: Many-in-One Flexible Large Language Model
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 #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 #1700
Online Learning with Bounded Recall
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 #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 #509
Uncertainty for Active Learning on Graphs
[
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 #808
FrameQuant: Flexible Low-Bit Quantization for Transformers
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
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 #1209
Policy-conditioned Environment Models are More Generalizable
[
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 #311
Discovering Features with Synergistic Interactions in Multiple Views
[
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 #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 #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 #2310
Robust Universal Adversarial Perturbations
[
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 #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 #2603
LoRA+: Efficient Low Rank Adaptation of Large Models
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 #716
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment
[
Poster]
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 #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 #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 #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 #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 #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 #2105
Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation
[
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 #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 #1903
Effect-Invariant Mechanisms for Policy Generalization
[
JMLR]
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 #411
GenCO: Generating Diverse Designs with Combinatorial Constraints
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 #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 #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 #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 #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 #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 #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 #1105
Position: Leverage Foundational Models for Black-Box Optimization
[
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 #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 #2205
The Fundamental Limits of Least-Privilege Learning
[
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 #1215
Model-based Reinforcement Learning for Confounded POMDPs
[
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 #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 #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 #913
BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation
[
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 #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 #1901
Jacobian Regularizer-based Neural Granger Causality
[
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 #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 #1314
SAPG: Split and Aggregate Policy Gradients
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 #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 #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 #2113
Implicit Representations for Constrained Image Segmentation
[
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 #501
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
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 #203
Equivariant Graph Neural Operator for Modeling 3D Dynamics
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 #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 #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 #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 #115
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
[
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 #2316
Augmenting Decision with Hypothesis in Reinforcement Learning
[
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 #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 #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 #310
Latent Space Symmetry Discovery
[
Poster]
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]
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 #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 #1111
Non-clairvoyant Scheduling with Partial Predictions
[
Poster]
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 #2109
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning
[
Poster]
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 #1902
Causal Effect Identification in LiNGAM Models with Latent Confounders
[
Poster]
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 #2414
MaxMin-RLHF: Alignment with Diverse Human Preferences
[
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 #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 #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 #604
CLLMs: Consistency Large Language Models
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 #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 #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 #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 #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 #1200
PcLast: Discovering Plannable Continuous Latent States
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 #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 #2311
Structure Your Data: Towards Semantic Graph Counterfactuals
[
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 #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 #114
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?
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 #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 #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 #1907
Plug-in Performative Optimization
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 #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 #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 #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 #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 #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 #602
The Pitfalls of Next-Token Prediction
[
Poster]
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 #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 #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 #1211
Fast Peer Adaptation with Context-aware Exploration
[
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 #209
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction
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 #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 #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 #403
Discovering Environments with XRM
[
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 #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 #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 #2608
Multi-group Learning for Hierarchical Groups
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 #2200
Benchmarking Deletion Metrics with the Principled Explanations
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 #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 #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 #712
Linguistic Calibration of Long-Form Generations
[
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 #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 #1216
Adversarial Attacks on Combinatorial Multi-Armed Bandits
[
Slides]
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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #2615
An LLM Compiler for Parallel Function Calling
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 #1301
A Dynamical Model of Neural Scaling Laws
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 #2307
Stationarity without mean reversion in improper Gaussian processes
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 #1414
Online conformal prediction with decaying step sizes
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 #1100
Causal Action Influence Aware Counterfactual Data Augmentation
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
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 #816
Simulation of Graph Algorithms with Looped Transformers
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #914
On the Identifiability of Switching Dynamical Systems
[
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 #2215
Standardized Interpretable Fairness Measures for Continuous Risk Scores
[
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 #2111
Shifted Interpolation for Differential Privacy
[
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 #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 #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 #805
Robust Classification via a Single Diffusion Model
[
Poster]
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 #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 #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 #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 #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 #204
GaussianPro: 3D Gaussian Splatting with Progressive Propagation
[
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 #1210
Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning
[
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 #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 #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 #513
Prompt-tuning Latent Diffusion Models for Inverse Problems
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 #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 #1214
Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies
[
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 #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 #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 #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 #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 #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 #2008
Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent
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 #112
Unveiling the Potential of AI for Nanomaterial Morphology Prediction
[
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 #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 #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 #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 #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 #1300
Critical feature learning in deep neural networks
[
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 #1503
Stochastic Weakly Convex Optimization beyond Lipschitz Continuity
[
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 #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 #903
Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
[
Poster]
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 #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 #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 #1015
Quantum Algorithm for Online Exp-concave Optimization
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 #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 #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 #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 #617
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
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 #713
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
[
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 #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 #1201
Learning to Reach Goals via Diffusion
[
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 #2612
Advancing Dynamic Sparse Training by Exploring Optimization Opportunities
[
Poster]
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 #2305
Chain-of-Thought Predictive Control
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 #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 #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 #2001
Unsupervised Episode Generation for Graph Meta-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 #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 #503
On the Generalization of Equivariant Graph Neural Networks
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 #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 #1408
Can Machines Learn the True Probabilities?
[
Poster]
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 #1117
Clustered Federated Learning via Gradient-based Partitioning
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]
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 #111
Context-Guided Diffusion for Out-of-Distribution Molecular and Protein Design
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 #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 #1608
Geometry-Aware Instrumental Variable Regression
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 #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 #512
StrWAEs to Invariant Representations
[
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 #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 #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 #417
Accelerating Convergence of Score-Based Diffusion Models, Provably
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 #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 #117
A Contextual Combinatorial Bandit Approach to Negotiation
[
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 #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 #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 #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 #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 #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 #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 #2404
Receptive Fields As Experts in Convolutional Neural Architectures
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 #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 #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 #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 #605
Online Speculative Decoding
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 #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 #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 #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 #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 #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 #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 #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 #407
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics
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 #2609
Test-Time Model Adaptation with Only Forward Passes
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 #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 #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 #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 #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 #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 #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 #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
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 #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 #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 #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 #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 #516
Parallelized Spatiotemporal Slot Binding for Videos
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 #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 #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 #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
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 #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 #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 #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 #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 #1305
Understanding Stochastic Natural Gradient Variational Inference
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 #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 #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 #1302
Category-Aware Active Domain Adaptation
[
Poster]
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 #902
Improving SAM Requires Rethinking its Optimization Formulation
[
Poster]
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 #405
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model
[
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 #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 #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 #2604
SHINE: Shielding Backdoors in Deep Reinforcement Learning
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 #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 #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 #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 #2304
A Statistical Theory of Regularization-Based Continual Learning
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 #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 #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 #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 #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 #1203
Do Transformer World Models Give Better Policy Gradients?
[
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 #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 #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 #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 #1306
Online Variational Sequential Monte Carlo
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #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]
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 #408
Do Efficient Transformers Really Save Computation?
[
Poster]
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 #1906
Cross-domain Open-world Discovery
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 #509
Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products
[
Poster]
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 #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 #2502
PolySketchFormer: Fast Transformers via Sketching Polynomial Kernels
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 #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 #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 #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 #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 #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 #1010
Differentiable Distributionally Robust Optimization Layers
[
Poster]
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]
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 #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 #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 #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 #1204
PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling
[
Poster]
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 #1417
Active Ranking and Matchmaking, with Perfect Matchings
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 #506
Quantum Positional Encodings for Graph Neural Networks
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 #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 #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 #1500
On the Independence Assumption in Neurosymbolic Learning
[
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 #2109
CuTS: Customizable Tabular Synthetic Data Generation
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 #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 #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 #2204
Disguised Copyright Infringement of Latent Diffusion Models
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 #303
Clifford-Steerable Convolutional Neural Networks
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 #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 #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 #413
Light and Optimal Schrödinger Bridge Matching
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 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 #911
Interacting Diffusion Processes for Event Sequence Forecasting
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 #2402
How Does Goal Relabeling Improve Sample Efficiency?
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 #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 #905
Stochastic Optimization with Arbitrary Recurrent Data Sampling
[
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 #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 #2617
GPTSwarm: Language Agents as Optimizable Graphs
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 #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 #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 #1304
GFlowNet Training by Policy Gradients
[
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 #903
Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective
[
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 #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 #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 #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 #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 #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 #707
Language Models Represent Beliefs of Self and Others
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 #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 #216
Conformalized Adaptive Forecasting of Heterogeneous Trajectories
[
Poster]
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 #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 #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 #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 #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 #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 #2605
Variational Schrödinger Diffusion Models
[
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 #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 #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 #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 #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 #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 #1215
Environment Design for Inverse Reinforcement Learning
[
Poster]
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 #211
ILILT: Implicit Learning of Inverse Lithography Technologies
[
Poster]
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 #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 #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 #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 #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]
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 #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 #1500
Pricing with Contextual Elasticity and Heteroscedastic Valuation
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 #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 #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 #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 #2313
Towards Compositionality in Concept Learning
[
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 #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 #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 #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 #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 #712
NExT-GPT: Any-to-Any Multimodal LLM
[
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 #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 #2505
CW Complex Hypothesis for Image 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 #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 #1211
Model-Free Robust $\phi$-Divergence Reinforcement Learning Using Both Offline and Online Data
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #1117
Offline Training of Language Model Agents with Functions as Learnable Weights
[
Poster]
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 #2117
Faster Maximum Inner Product Search in High Dimensions
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 #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 #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 #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 #605
Learning Graph Representation via Graph Entropy Maximization
[
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 #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 #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 #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 #1012
Error Feedback Can Accurately Compress Preconditioners
[
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 #2215
Position: A Roadmap to Pluralistic Alignment
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 #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 #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 #1508
Asymptotics of Learning with Deep Structured (Random) Features
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 #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 #811
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
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 #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 #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 #2507
Universal Gradient Methods for Stochastic Convex Optimization
[
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
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 #2205
Unveiling Privacy, Memorization, and Input Curvature Links
[
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 #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 #2210
Decomposable Submodular Maximization in Federated Setting
[
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 #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 #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 #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 #613
Position: Open-Endedness is Essential for Artificial Superhuman Intelligence
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 #1002
Learning to Remove Cuts in Integer Linear Programming
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 #1309
All-in-one simulation-based inference
[
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]
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 #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 #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 #1206
Foundation Policies with Hilbert Representations
[
Poster]
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]
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 #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 #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 #1807
Sliced Wasserstein with Random-Path Projecting Directions
[
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]
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 #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 #1112
Test-Time Regret Minimization in Meta Reinforcement Learning
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 #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 #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 #714
Ameliorate Spurious Correlations in Dataset Condensation
[
Slides]
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 #1416
On the Consistency of Kernel Methods with Dependent Observations
[
Poster]
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 #505
Position: Graph Foundation Models Are Already Here
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 #700
tinyBenchmarks: evaluating LLMs with fewer examples
[
Poster]
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 #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 #2415
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise
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 #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 #1406
Restoring balance: principled under/oversampling of data for optimal classification
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #1011
Statistical Properties of Robust Satisficing
[
Poster]
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 #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 #2109
Privacy Preserving Adaptive Experiment Design
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 #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 #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 #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 #1400
Particle Denoising Diffusion Sampler
[
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 #1217
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning
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 #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 #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 #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 #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 #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 #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 #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 #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 #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 #507
CARTE: Pretraining and Transfer for Tabular Learning
[
Poster]
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 #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 #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 #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 #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 #609
Towards Efficient Exact Optimization of Language Model Alignment
[
Poster]
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 #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 #1106
Zero-Shot Reinforcement Learning via Function Encoders
[
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 #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 #1901
Residual Quantization with Implicit Neural Codebooks
[
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 #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 #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 #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 #2106
Provable Privacy with Non-Private Pre-Processing
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 #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 #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 #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 #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 #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 #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 #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 #1301
Estimating the Permanent by Nesting Importance Sampling
[
Poster]
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 #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 #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 #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 #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 #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 #2003
Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks
[
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 #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 #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 #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 #503
Weisfeiler-Leman at the margin: When more expressivity matters
[
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 #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 #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 #2207
Privacy Backdoors: Stealing Data with Corrupted Pretrained Models
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2002
Approximate Nearest Neighbor Search with Window Filters
[
Poster]
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 #400
Unsupervised Concept Discovery Mitigates Spurious Correlations
[
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 #2517
Consistent Adversarially Robust Linear Classification: Non-Parametric Setting
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 #715
Instruction Tuning for Secure Code Generation
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 #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 #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 #1700
Prediction-powered Generalization of Causal Inferences
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 #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 #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 #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 #1205
Learning to Model the World With Language
[
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 #2405
LLaGA: Large Language and Graph Assistant
[
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 #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 #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 #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 #804
Scaling Laws for Fine-Grained Mixture of Experts
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 #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 #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 #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 #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 #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 #504
How Interpretable Are Interpretable Graph Neural Networks?
[
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 #2308
Feature Importance Disparities for Data Bias Investigations
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 #1200
Simple Ingredients for Offline Reinforcement Learning
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1104
Langevin Policy for Safe Reinforcement Learning
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 #1317
Active Statistical Inference
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 #2506
Stability Evaluation through Distributional Perturbation Analysis
[
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 #415
Why do Variational Autoencoders Really Promote Disentanglement?
[
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]
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 #2413
Neural Networks Learn Statistics of Increasing Complexity
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 #2406
Random features models: a way to study the success of naive imputation
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 #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 #2213
Conformal Prediction with Learned Features
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 #1501
Learning from Streaming Data when Users Choose
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2408
Directly Denoising Diffusion Models
[
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
[
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 #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 #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 #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 #913
Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition
[
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 #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 #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 #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 #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 #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 #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 #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 #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 #2315
Explorations of Self-Repair in Language Models
[
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 #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 #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 #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 #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 #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 #607
DoRA: Weight-Decomposed Low-Rank Adaptation
[
Poster]
Poster
Thu Jul 25 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1015
Joint Composite Latent Space Bayesian Optimization
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 #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 #2615
Bivariate Causal Discovery using Bayesian Model Selection
[
Slides]
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 #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 #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 #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 #1411
When is Transfer Learning Possible?
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 #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 #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 #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 #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 #305
Autoformalizing Euclidean Geometry
[
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 #2307
Evaluating Model Bias Requires Characterizing its Mistakes
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 #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 #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 #2204
Towards Certified Unlearning for Deep Neural Networks
[
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 #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 #517
Diffusion Rejection Sampling
[
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 #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 #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 #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 #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 #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 #2101
Privacy Attacks in Decentralized Learning
[
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 #2300
Distributed Bilevel Optimization with Communication Compression
[
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 #706
A Language Model’s Guide Through Latent Space
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 #1600
Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery
[
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 #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 #2206
PAGER: Accurate Failure Characterization in Deep Regression Models
[
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 #1800
Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction
[
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
[
Poster]
