Paul Pu Liang
- Papers
- 24
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Authored papers
24CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery
arXiv 2026
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
arXiv 2025
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
arXiv 2025
When Reasoning Meets Its Laws
arXiv 2025
World-in-World: World Models in a Closed-Loop World
arXiv 2025
Sotopia-RL: Reward Design for Social Intelligence
arXiv 2025
VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues
arXiv 2025
Propose, Solve, Verify: Self-Play Through Formal Verification
arXiv 2025
Language Models' Factuality Depends on the Language of Inquiry
arXiv 2025
MimeQA: Towards Socially-Intelligent Nonverbal Foundation Models
arXiv 2025
ORION: Teaching Language Models to Reason Efficiently in the Language of Thought
arXiv 2025
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
arXiv 2024
Benchmarking Vision, Language, & Action Models on Robotic Learning Tasks
arXiv 2024
VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks
arXiv 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models
arXiv 2024
Progressive Compositionality In Text-to-Image Generative Models
arXiv 2024
Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities
arXiv 2023
MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts
arXiv 2023
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
arXiv 2023
Localized Symbolic Knowledge Distillation for Visual Commonsense Models
localized-symbolic-knowledge-distillation-for
Difference-Masking: Choosing What to Mask in Continued Pretraining
arXiv 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
TMLR
Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides
arXiv 2022
Towards Debiasing Sentence Representations
towards-debiasing-sentence-representations
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