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Siyuan Qi

14 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

NeurIPS ×5ICLR ×4ACL ×2AAAI ×1ACM MM ×1ICML ×1

Frequent coauthors

Song-Chun Zhu
×5
Yaodong Yang
×5
Xiaoyuan Zhang
×4
Yifan Zhong
×3
Zilong Zheng
×3
Yizhe Huang
×3
Xue Feng
×3
Yingxuan Yang
×2
Weinan Zhang
×2
Weidong Huang
×2
Bangcheng Yang
×2
Kailin Jiang
×2

Papers

  1. Attribution-Based Analysis and Optimization of Modular Agentic Workflows
    ACL 2026 ·
    Yingxuan Yang
    ,
    Bo Huang
    , Siyuan Qi,
    Chao Feng
    ,
    Haoyi Hu
    ,
    Yuxuan Zhu
    ,
    Jinbo Hu
    ,
    Haoran Zhao
    ,
    Ziyi He
    ,
    Xiao Liu
    ,
    Zongyu Wang
    ,
    Muning Wen
    ,
    Lin Qiu
    ,
    Xuezhi Cao
    ,
    Xunliang Cai
    ,
    Yong Yu
    ,
    Weinan Zhang
  2. AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
    NeurIPS 2025 ·
    Yingxuan Yang
    ,
    Huacan Chai
    ,
    Shuai Shao
    ,
    Yuanyi Song
    , Siyuan Qi,
    Renting Rui
    ,
    Weinan Zhang
  3. Differentiable Information Enhanced Model-Based Reinforcement Learning
    AAAI 2025 ·
    Xiaoyuan Zhang
    ,
    Xinyan Cai
    ,
    Bo Liu
    ,
    Weidong Huang
    ,
    Song-Chun Zhu
    , Siyuan Qi,
    Yaodong Yang
  4. In-Context Editing: Learning Knowledge from Self-Induced Distributions
    ICLR 2025 · Siyuan Qi,
    Bangcheng Yang
    ,
    Kailin Jiang
    ,
    Xiaobo Wang
    ,
    Jiaqi Li
    ,
    Yifan Zhong
    ,
    Yaodong Yang
    ,
    Zilong Zheng
  5. MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge
    ICLR 2025 ·
    Yuntao Du
    ,
    Kailin Jiang
    ,
    Zhi Gao
    ,
    Chenrui Shi
    ,
    Zilong Zheng
    , Siyuan Qi,
    Qing Li
  6. World Models Should Prioritize the Unification of Physical and Social Dynamics
    NeurIPS 2025 ·
    Xiaoyuan Zhang
    ,
    Chengdong Ma
    ,
    Yizhe Huang
    ,
    Weidong Huang
    , Siyuan Qi,
    Song-Chun Zhu
    ,
    Xue Feng
    ,
    Yaodong Yang
  7. A Contextual Combinatorial Bandit Approach to Negotiation
    ICML 2024 ·
    Yexin Li
    ,
    Zhancun Mu
    , Siyuan Qi
  8. AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making
    NeurIPS 2024 ·
    Yizhe Huang
    ,
    Xingbo Wang
    ,
    Hao Liu
    ,
    Fanqi Kong
    ,
    Aoyang Qin
    ,
    Min Tang
    ,
    Xiaoxi Wang
    ,
    Song-Chun Zhu
    ,
    Mingjie Bi
    , Siyuan Qi,
    Xue Feng
  9. Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling
    ACL 2024 ·
    Shenzhi Wang
    ,
    Chang Liu
    ,
    Zilong Zheng
    , Siyuan Qi,
    Shuo Chen
    ,
    Qisen Yang
    ,
    Andrew Zhao
    ,
    Chaofei Wang
    ,
    Shiji Song
    ,
    Gao Huang
  10. CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
    ICLR 2024 · Siyuan Qi,
    Shuo Chen
    ,
    Yexin Li
    ,
    Xiangyu Kong
    ,
    Junqi Wang
    ,
    Bangcheng Yang
    ,
    Pring Wong
    ,
    Yifan Zhong
    ,
    Xiaoyuan Zhang
    ,
    Zhaowei Zhang
    ,
    Nian Liu
    ,
    Yaodong Yang
    ,
    Song-Chun Zhu
  11. Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
    ICLR 2024 ·
    Cheng Han
    ,
    Qifan Wang
    ,
    Yiming Cui
    ,
    Wenguan Wang
    ,
    Lifu Huang
    , Siyuan Qi,
    Dongfang Liu
  12. Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
    NeurIPS 2024 ·
    Fanqi Kong
    ,
    Yizhe Huang
    ,
    Song-Chun Zhu
    , Siyuan Qi,
    Xue Feng
  13. Panacea: Pareto Alignment via Preference Adaptation for LLMs
    NeurIPS 2024 ·
    Yifan Zhong
    ,
    Chengdong Ma
    ,
    Xiaoyuan Zhang
    ,
    Ziran Yang
    ,
    Haojun Chen
    ,
    Qingfu Zhang
    , Siyuan Qi,
    Yaodong Yang
  14. Tutorial: Large Language-Vision Model in Society
    ACM MM 2024 ·
    Kaicheng Yu
    ,
    Zhuang Shao
    , Siyuan Qi,
    Dongfang Liu