Qi, Siyuan

21 publications

NeurIPS 2025 AgentNet: Decentralized Evolutionary Coordination for LLM-Based Multi-Agent Systems Yingxuan Yang, Huacan Chai, Shuai Shao, Yuanyi Song, Siyuan Qi, Renting Rui, Weinan Zhang

AAAI 2025 Differentiable Information Enhanced Model-Based Reinforcement Learning Xiaoyuan Zhang, Xinyan Cai, Bo Liu, Weidong Huang, Song-Chun Zhu, Siyuan Qi, Yaodong Yang

ICLR 2025 In-Context Editing: Learning Knowledge from Self-Induced Distributions Siyuan Qi, Bangcheng Yang, Kailin Jiang, Xiaobo Wang, Jiaqi Li, Yifan Zhong, Yaodong Yang, Zilong Zheng

ICLR 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge Yuntao Du., Kailin Jiang, Zhi Gao, Chenrui Shi, Zilong Zheng, Siyuan Qi, Qing Li

ICLRW 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge Yuntao Du, Kailin Jiang, Zhi Gao, Chenrui Shi, Zilong Zheng, Siyuan Qi, Qing Li

TMLR 2025 The AI Hippocampus: How Far Are We from Human Memory? Zixia Jia, Jiaqi Li, Yipeng Kang, Yuxuan Wang, Tong Wu, Quansen Wang, Xiaobo Wang, Shuyi Zhang, Junzhe Shen, Qing Li, Siyuan Qi, Yitao Liang, Di He, Zilong Zheng, Song-Chun Zhu

NeurIPS 2025 World Models Should Prioritize the Unification of Physical and Social Dynamics Xiaoyuan Zhang, Chengdong Ma, Yizhe Huang, Weidong Huang, Siyuan Qi, Song-Chun Zhu, Xue Feng, Yaodong Yang

ICML 2024 A Contextual Combinatorial Bandit Approach to Negotiation Yexin Li, Zhancun Mu, Siyuan Qi

NeurIPS 2024 AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making Yizhe Huang, Xingbo Wang, Hao Liu, Fanqi Kong, Aoyang Qin, Min Tang, Song-Chun Zhu, Mingjie Bi, Siyuan Qi, Xue Feng

ICLR 2024 CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents 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

ICLR 2024 Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han, Qifan Wang, Yiming Cui, Wenguan Wang, Lifu Huang, Siyuan Qi, Dongfang Liu

NeurIPS 2024 Learning to Balance Altruism and Self-Interest Based on Empathy in Mixed-Motive Games Fanqi Kong, Yizhe Huang, Song-Chun Zhu, Siyuan Qi, Xue Feng

NeurIPS 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs Yifan Zhong, Chengdong Ma, Xiaoyuan Zhang, Ziran Yang, Haojun Chen, Qingfu Zhang, Siyuan Qi, Yaodong Yang

ICCV 2023 E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning Cheng Han, Qifan Wang, Yiming Cui, Zhiwen Cao, Wenguan Wang, Siyuan Qi, Dongfang Liu

AAAI 2020 Theory-Based Causal Transfer: Integrating Instance-Level Induction and Abstract-Level Structure Learning Mark Edmonds, Xiaojian Ma, Siyuan Qi, Yixin Zhu, Hongjing Lu, Song-Chun Zhu

NeurIPS 2019 PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points Siyuan Huang, Yixin Chen, Tao Yuan, Siyuan Qi, Yixin Zhu, Song-Chun Zhu

NeurIPS 2018 Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation Siyuan Huang, Siyuan Qi, Yinxue Xiao, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu

ICML 2018 Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction Siyuan Qi, Baoxiong Jia, Song-Chun Zhu

ECCV 2018 Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image Siyuan Huang, Siyuan Qi, Yixin Zhu, Yinxue Xiao, Yuanlu Xu, Song-Chun Zhu

ECCV 2018 Learning Human-Object Interactions by Graph Parsing Neural Networks Siyuan Qi, Wenguan Wang, Baoxiong Jia, Jianbing Shen, Song-Chun Zhu

ICCV 2017 Predicting Human Activities Using Stochastic Grammar Siyuan Qi, Siyuan Huang, Ping Wei, Song-Chun Zhu