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Song-Chun Zhu

University of California, Department of Statistics, Los Angeles, CA, USA

34 papers at tracked venues · 30 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0009-9458-5583 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×8ACL ×6ICLR ×5AAAI ×4CVPR ×4ICML ×3IROS ×2EMNLP ×1RSS ×1

Frequent coauthors

Fanqi Kong
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Xiaoyuan Zhang
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Junfeng Ni
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Pengxiang Li
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Zhi Gao
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Jiangyong Huang
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Yizhe Huang
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Xiaojuan Tang
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Ziang Chen
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Bofei Zhang
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Xinyi Tong
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Zhengpeng Shi
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Papers

  1. JurisBench: A Deep Benchmark for Assessing Large Language Models in Professional Legal Practice
    ACL 2026 ·
    Ziang Chen
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  2. SIV-Bench: A Video Benchmark for Social Interaction Understanding and Reasoning
    ACL 2026 ·
    Fanqi Kong
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  3. TongUI: Internet-Scale Trajectories from Multimodal Web Tutorials for Generalized GUI Agents
    AAAI 2026 ·
    Bofei Zhang
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  4. Video Echoed in Music: Semantic, Temporal, and Rhythmic Alignment for Video-to-Music Generation
    AAAI 2026 ·
    Xinyi Tong
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  5. v-HUB: A Benchmark for Video Humor Understanding from Vision and Sound
    ACL 2026 ·
    Zhengpeng Shi
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  6. Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting
    ICLR 2025 ·
    Yu Liu
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  7. Decompositional Neural Scene Reconstruction with Generative Diffusion Prior
    CVPR 2025 ·
    Junfeng Ni
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  8. Differentiable Information Enhanced Model-Based Reinforcement Learning
    AAAI 2025 ·
    Xiaoyuan Zhang
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  9. Enhancing LLM-Based Social Bot via an Adversarial Learning Framework
    EMNLP 2025 ·
    Fanqi Kong
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  10. Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning
    NeurIPS 2025 ·
    Pengxiang Li
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  11. METASCENES: Towards Automated Replica Creation for Real-world 3D Scans
    CVPR 2025 ·
    Huangyue Yu
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  12. Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage
    ICLR 2025 ·
    Zhi Gao
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  13. ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection
    ACL 2025 ·
    Jiaqi Li
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  14. Social World Model-Augmented Mechanism Design Policy Learning
    NeurIPS 2025 ·
    Xiaoyuan Zhang
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  15. Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis
    CVPR 2025 ·
    Jiangyong Huang
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  16. World Models Should Prioritize the Unification of Physical and Social Dynamics
    NeurIPS 2025 ·
    Xiaoyuan Zhang
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  17. AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making
    NeurIPS 2024 ·
    Yizhe Huang
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  18. Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations
    IROS 2024 ·
    Puhao Li
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  19. An Embodied Generalist Agent in 3D World
    ICML 2024 ·
    Jiangyong Huang
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  20. Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World
    ICLR 2024 ·
    Rujie Wu
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  21. CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update
    CVPR 2024 ·
    Zhi Gao
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  22. CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
    ICLR 2024 ·
    Siyuan Qi
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  23. Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning
    ICML 2024 ·
    Yizhe Huang
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  24. FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models
    NeurIPS 2024 ·
    Pengxiang Li
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  25. Fast Peer Adaptation with Context-aware Exploration
    ICML 2024 ·
    Long Ma
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  26. INTERPRET: Interactive Predicate Learning from Language Feedback for Generalizable Task Planning
    RSS 2024 ·
    Muzhi Han
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  27. LLM3: Large Language Model-based Task and Motion Planning with Motion Failure Reasoning
    IROS 2024 ·
    Shu Wang
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  28. LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments
    ACL 2024 ·
    Zixia Jia
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  29. Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
    NeurIPS 2024 ·
    Fanqi Kong
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  30. Mars: Situated Inductive Reasoning in an Open-World Environment
    NeurIPS 2024 ·
    Xiaojuan Tang
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  31. Neural-Symbolic Recursive Machine for Systematic Generalization
    ICLR 2024 ·
    Qing Li
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  32. PhyRecon: Physically Plausible Neural Scene Reconstruction
    NeurIPS 2024 ·
    Junfeng Ni
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  33. ProAgent: Building Proactive Cooperative Agents with Large Language Models
    AAAI 2024 ·
    Ceyao Zhang
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  34. RulE: Knowledge Graph Reasoning with Rule Embedding
    ACL 2024 ·
    Xiaojuan Tang
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