Toggle Poster Visibility
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2516
Calibration Bottleneck: Over-compressed Representations are Less Calibratable
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1015
Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #105
From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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 #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 #917
Benign Overfitting in Adversarial Training of Neural Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1411
Automated Statistical Model Discovery with Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #811
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #503
Towards Modular LLMs by Building and Reusing a Library of LoRAs
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1302
Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #103
Revisiting Context Aggregation for Image Matting
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2404
Position: Standardization of Behavioral Use Clauses is Necessary for the Adoption of Responsible Licensing of AI
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1413
Improving Neural Additive Models with Bayesian Principles
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1104
An Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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 #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 #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 #1103
How to Escape Sharp Minima with Random Perturbations
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 #1108
Revisiting Inexact Fixed-Point Iterations for Min-Max Problems: Stochasticity and Structured Nonconvexity
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1507
Gaussian Processes on Cellular Complexes
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 #1505
Robust Graph Matching when Nodes are Corrupt
[
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 #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 #1406
Constrained Ensemble Exploration for Unsupervised Skill Discovery
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2000
Refining Minimax Regret for Unsupervised Environment Design
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1112
Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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 #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 #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 #2712
RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2600
DiJiang: Efficient Large Language Models through Compact Kernelization
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2109
CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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
[
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1501
Kernel Semi-Implicit Variational Inference
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1303
Improving Token-Based World Models with Parallel Observation Prediction
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2107
Weighted distance nearest neighbor condensing
[
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
[
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
[
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2406
Trust Regions for Explanations via Black-Box Probabilistic Certification
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1707
Impact of Decentralized Learning on Player Utilities in Stackelberg Games
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #615
Position: Building Guardrails for Large Language Models Requires Systematic Design
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #517
On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #610
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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
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
[
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
[
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
[
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
[
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2803
DMTG: One-Shot Differentiable Multi-Task Grouping
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1200
Non-convex Stochastic Composite Optimization with Polyak Momentum
[
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1903
Graph-Triggered Rising Bandits
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1608
State-Constrained Zero-Sum Differential Games with One-Sided Information
[
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #617
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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 #1012
MGit: A Model Versioning and Management System
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2716
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #510
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2216
Robust Multi-Task Learning with Excess Risks
[
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
[
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
[
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?
[
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
[
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
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1203
Faster Adaptive Decentralized Learning Algorithms
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #308
Position: The Platonic Representation Hypothesis
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2111
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #205
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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 #911
Tell, Don't Show: Language Guidance Eases Transfer Across Domains in Images and Videos
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1508
Accelerating Convergence in Bayesian Few-Shot Classification
[
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
[
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2301
Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1601
Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape
[
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #215
convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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
[
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
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #116
Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2100
Neural Collapse in Multi-label Learning with Pick-all-label Loss
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2115
Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #711
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #102
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1412
Momentum Particle Maximum Likelihood
[
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1606
More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #114
PPFLOW: Target-Aware Peptide Design with Torsional Flow Matching
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #604
Adaptive Text Watermark for Large Language Models
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2914
PAPM: A Physics-aware Proxy Model for Process Systems
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #413
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1310
Position: Foundation Agents as the Paradigm Shift for Decision Making
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #507
Class-Imbalanced Graph Learning without Class Rebalancing
[
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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2714
Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #417
HumanTOMATO: Text-aligned Whole-body Motion Generation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2103
Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2205
Contamination-Resilient Anomaly Detection via Adversarial Learning on Partially-Observed Normal and Anomalous Data
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1216
Cross-Domain Policy Adaptation by Capturing Representation Mismatch
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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 #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 #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 #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 #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 #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 #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 #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 #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
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 #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 #309
A Universal Class of Sharpness-Aware Minimization Algorithms
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1204
Ranking-based Client Imitation Selection for Efficient Federated Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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
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 #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 #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 #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 #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 #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 #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 #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 #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
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 #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 #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 #2509
Iterative Search Attribution for Deep Neural Networks
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 #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 #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 #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 #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 #717
Embodied CoT Distillation From LLM To Off-the-shelf Agents
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #100
From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions
[
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 #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]
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 #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 #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 #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]
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 #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 #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
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1316
Stochastic Q-learning for Large Discrete Action Spaces
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2101
Autoencoding Conditional Neural Processes for Representation Learning
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2807
Prospective Side Information for Latent MDPs
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1113
Block Acceleration Without Momentum: On Optimal Stepsizes of Block Gradient Descent for Least-Squares
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #407
Generative Conditional Distributions by Neural (Entropic) Optimal Transport
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #210
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2800
Toward Adaptive Reasoning in Large Language Models with Thought Rollback
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2605
When Will Gradient Regularization Be Harmful?
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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 #1300
Discovering Multiple Solutions from a Single Task in Offline Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1315
Bayesian Exploration Networks
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]
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 #2513
Decomposing and Editing Predictions by Modeling Model Computation
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 #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 #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 #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 #802
Fewer Truncations Improve Language Modeling
[
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 #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 #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 #113
FlowMM: Generating Materials with Riemannian Flow Matching
[
Slides]
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 #714
Efficient Exploration for LLMs
[
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 #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 #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 #1417
Transitional Uncertainty with Layered Intermediate Predictions
[
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 #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 #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 #2002
Coresets for Multiple $\ell_p$ Regression
[
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 #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 #1014
How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2409
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2112
Continuous Treatment Effects with Surrogate Outcomes
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1001
The Effect of Weight Precision on the Neuron Count in Deep ReLU Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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 #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 #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 #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 #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 #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 #908
Stochastic positional embeddings improve masked image modeling
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 #705
Getting the most out of your tokenizer for pre-training and domain adaptation
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1209
Towards a Better Theoretical Understanding of Independent Subnetwork Training
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2411
AegisFL: Efficient and Flexible Privacy-Preserving Byzantine-Robust Cross-silo Federated Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1114
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1201
Two-timescale Derivative Free Optimization for Performative Prediction with Markovian Data
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #107
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #709
Codebook Features: Sparse and Discrete Interpretability for Neural Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2313
Position: On the Societal Impact of Open Foundation Models
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2203
Learning Label Shift Correction for Test-Agnostic Long-Tailed Recognition
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2705
An Empirical Study of Realized GNN Expressiveness
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1502
Efficient Mixture Learning in Black-Box Variational Inference
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #905
STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1016
What is Dataset Distillation Learning?
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1805
Slicing Mutual Information Generalization Bounds for Neural Networks
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #312
Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #108
Sub-token ViT Embedding via Stochastic Resonance Transformers
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2315
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2211
InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2816
ODIN: Disentangled Reward Mitigates Hacking in RLHF
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #603
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2506
Improving Prototypical Visual Explanations with Reward Reweighing, Reselection, and Retraining
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2416
Probabilistic Constrained Reinforcement Learning with Formal Interpretability
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1506
Bringing Motion Taxonomies to Continuous Domains via GPLVM on Hyperbolic manifolds
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2500
Scaling Exponents Across Parameterizations and Optimizers
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2604
Vision Transformers as Probabilistic Expansion from Learngene
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #516
DITTO: Diffusion Inference-Time T-Optimization for Music Generation
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2104
Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2311
Position: Technical Research and Talent is Needed for Effective AI Governance
[
Slides]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2810
Fast Sampling-Based Sketches for Tensors
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #608
In-Context Learning Agents Are Asymmetric Belief Updaters
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1101
Efficient Algorithms for Empirical Group Distributionally Robust Optimization and Beyond
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #707
A Closer Look at the Limitations of Instruction Tuning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #402
Incorporating probabilistic domain knowledge into deep multiple instance learning
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2808
Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2813
Masked Face Recognition with Generative-to-Discriminative Representations
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2403
Recovering the Pre-Fine-Tuning Weights of Generative Models
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #1007
Navigating Scaling Laws: Compute Optimality in Adaptive Model Training
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #611
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #703
Position: TrustLLM: Trustworthiness in Large Language Models
[
Slides]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #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 #501
Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models
[
Poster]
Spotlight Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2209
High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2303
Copyright Traps for Large Language Models
[
Poster]
Poster
Tue Jul 23 04:30 AM -- 06:00 AM (PDT) @ Hall C 4-9 #2606
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension
[
Poster]
