Paul Pu Liang

18

Papers

54

Total Citations

Papers (18)

VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks

CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models

Progressive Compositionality in Text-to-Image Generative Models

OS-ATLAS: Foundation Action Model for Generalist GUI Agents

Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence

Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning

Lecture Presentations Multimodal Dataset: Towards Understanding Multimodality in Educational Videos

Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding

PACS: A Dataset for Physical Audiovisual Commonsense Reasoning

Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions

What One Cannot, Two Can: Two-Layer Transformers Provably Represent Induction Heads on Any-Order Markov Chains

NeurIPS 2025arXiv

FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning

Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction

Deep Gamblers: Learning to Abstain with Portfolio Theory

Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals

Localized Symbolic Knowledge Distillation for Visual Commonsense Models

Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework

Factorized Contrastive Learning: Going Beyond Multi-view Redundancy