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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1205
WARM: On the Benefits of Weight Averaged Reward Models
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1800
Kernel-Based Evaluation of Conditional Biological Sequence Models
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #403
Discovering Environments with XRM
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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
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2608
Multi-group Learning for Hierarchical Groups
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2200
Benchmarking Deletion Metrics with the Principled Explanations
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1213
Configurable Mirror Descent: Towards a Unification of Decision Making
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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
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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
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JMLR]
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #712
Linguistic Calibration of Long-Form Generations
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2107
Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1216
Adversarial Attacks on Combinatorial Multi-Armed Bandits
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1003
A Dynamic Algorithm for Weighted Submodular Cover Problem
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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
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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
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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
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #802
PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2513
Agnostic Interactive Imitation Learning: New Theory and Practical Algorithms
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2615
An LLM Compiler for Parallel Function Calling
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2406
MultiMax: Sparse and Multi-Modal Attention Learning
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1301
A Dynamical Model of Neural Scaling Laws
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2117
The Privacy Power of Correlated Noise in Decentralized Learning
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2307
Stationarity without mean reversion in improper Gaussian processes
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #801
Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1100
Causal Action Influence Aware Counterfactual Data Augmentation
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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?
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #816
Simulation of Graph Algorithms with Looped Transformers
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #914
On the Identifiability of Switching Dynamical Systems
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2215
Standardized Interpretable Fairness Measures for Continuous Risk Scores
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #708
Improving fine-grained understanding in image-text pre-training
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2111
Shifted Interpolation for Differential Privacy
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1900
Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #805
Robust Classification via a Single Diffusion Model
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #401
A General Framework for Learning from Weak Supervision
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #204
GaussianPro: 3D Gaussian Splatting with Progressive Propagation
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1501
How Flawed Is ECE? An Analysis via Logit Smoothing
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #513
Prompt-tuning Latent Diffusion Models for Inverse Problems
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #112
Unveiling the Potential of AI for Nanomaterial Morphology Prediction
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2007
Position: Insights from Survey Methodology can Improve Training Data
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1804
Revisit the Essence of Distilling Knowledge through Calibration
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #504
Exploring Correlations of Self-Supervised Tasks for Graphs
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1316
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1300
Critical feature learning in deep neural networks
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1107
Language-guided Skill Learning with Temporal Variational Inference
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1503
Stochastic Weakly Convex Optimization beyond Lipschitz Continuity
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1401
Safe and Robust Subgame Exploitation in Imperfect Information Games
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2511
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #903
Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1806
Convergence Guarantees for the DeepWalk Embedding on Block Models
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1015
Quantum Algorithm for Online Exp-concave Optimization
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #211
Graph Neural PDE Solvers with Conservation and Similarity-Equivariance
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #409
Tripod: Three Complementary Inductive Biases for Disentangled Representation Learning
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #617
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
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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
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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
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1201
Learning to Reach Goals via Diffusion
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2612
Advancing Dynamic Sparse Training by Exploring Optimization Opportunities
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2305
Chain-of-Thought Predictive Control
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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
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2001
Unsupervised Episode Generation for Graph Meta-learning
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1801
Neural Tangent Kernels for Axis-Aligned Tree Ensembles
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #503
On the Generalization of Equivariant Graph Neural Networks
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #505
DUPLEX: Dual GAT for Complex Embedding of Directed Graphs
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1408
Can Machines Learn the True Probabilities?
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1303
Active Label Correction for Semantic Segmentation with Foundation Models
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1117
Clustered Federated Learning via Gradient-based Partitioning
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #807
EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #108
AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1608
Geometry-Aware Instrumental Variable Regression
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #507
Knowledge Graphs Can be Learned with Just Intersection Features
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #512
StrWAEs to Invariant Representations
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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
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #417
Accelerating Convergence of Score-Based Diffusion Models, Provably
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #117
A Contextual Combinatorial Bandit Approach to Negotiation
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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
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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
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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
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1114
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2404
Receptive Fields As Experts in Convolutional Neural Architectures
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2313
Graph External Attention Enhanced Transformer
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1113
Single-Trajectory Distributionally Robust Reinforcement Learning
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2413
Bootstrapping Fisher Market Equilibrium and First-Price Pacing Equilibrium
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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
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2602
On Hypothesis Transfer Learning of Functional Linear Models
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1007
Autonomous Sparse Mean-CVaR Portfolio Optimization
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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
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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
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2617
Unifying Image Processing as Visual Prompting Question Answering
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Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #605
Online Speculative Decoding
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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
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #408
Do Efficient Transformers Really Save Computation?
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1010
Differentiable Distributionally Robust Optimization Layers
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1500
On the Independence Assumption in Neurosymbolic Learning
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #209
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2114
COALA: A Practical and Vision-Centric Federated Learning Platform
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2515
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains
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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
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1907
Plug-in Performative Optimization
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2309
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2614
A Global Geometric Analysis of Maximal Coding Rate Reduction
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #602
The Pitfalls of Next-Token Prediction
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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
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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 #1902
Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1211
Fast Peer Adaptation with Context-aware Exploration
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2210
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
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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
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #109
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #703
Complexity Matters: Feature Learning in the Presence of Spurious Correlations
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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
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Poster]
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #704
Interpreting Equivariant Representations
Poster
Thu Jul 25 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #410
On the Trajectory Regularity of ODE-based Diffusion Sampling
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Poster]
