Relevance of useful visual words in object retrieval. - Siyuan Qi; Yupin Luo (ICDIP, 2013)

Object retrieval with image graph traversal-based re-ranking. - Siyuan Qi; Yupin Luo (Signal Process. Image Commun., 2016)

VLAD re-ranking: Iteratively estimating the probability of relevance with relationships between dataset images. - Siyuan Qi; Yupin Luo (Signal Process. Image Commun., 2016)

Predicting Human Activities Using Stochastic Grammar. - Siyuan Qi; Siyuan Huang 001; Ping Wei 001; Song-Chun Zhu (ICCV, 2017)

Feeling the force: Integrating force and pose for fluent discovery through imitation learning to open medicine bottles. - Mark Edmonds; Feng Gao 013; Xu Xie 001; Hangxin Liu; Siyuan Qi; Yixin Zhu 001; Brandon Rothrock; Song-Chun Zhu (IROS, 2017)

Configurable, Photorealistic Image Rendering and Ground Truth Synthesis by Sampling Stochastic Grammars Representing Indoor Scenes. - Chenfanfu Jiang; Yixin Zhu 001; Siyuan Qi; Siyuan Huang 001; Jenny Lin; Xingwen Guo; Lap-Fai Yu; Demetri Terzopoulos; Song-Chun Zhu (CoRR, 2017)

The Martian: Examining Human Physical Judgments across Virtual Gravity Fields. - Tian Ye 005; Siyuan Qi; James Kubricht; Yixin Zhu 001; Hongjing Lu; Song-Chun Zhu (IEEE Trans. Vis. Comput. Graph., 2017)

Human-Centric Indoor Scene Synthesis Using Stochastic Grammar. - Siyuan Qi; Yixin Zhu 001; Siyuan Huang 001; Chenfanfu Jiang; Song-Chun Zhu (CVPR, 2018)

Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image. - Siyuan Huang 001; Siyuan Qi; Yixin Zhu 001; Yinxue Xiao; Yuanlu Xu; Song-Chun Zhu (ECCV (7), 2018)

Learning Human-Object Interactions by Graph Parsing Neural Networks. - Siyuan Qi; Wenguan Wang; Baoxiong Jia; Jianbing Shen; Song-Chun Zhu (ECCV (9), 2018)

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

Intent-Aware Multi-Agent Reinforcement Learning. - Siyuan Qi; Song-Chun Zhu (ICRA, 2018)

Unsupervised Learning of Hierarchical Models for Hand-Object Interactions. - Xu Xie 001; Hangxin Liu; Mark Edmonds; Feng Gao 013; Siyuan Qi; Yixin Zhu 001; Brandon Rothrock; Song-Chun Zhu (ICRA, 2018)

Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation. - Siyuan Huang 001; Siyuan Qi; Yinxue Xiao; Yixin Zhu 001; Ying Nian Wu; Song-Chun Zhu (NeurIPS, 2018)

Configurable 3D Scene Synthesis and 2D Image Rendering with Per-pixel Ground Truth Using Stochastic Grammars. - Chenfanfu Jiang; Siyuan Qi; Yixin Zhu 001; Siyuan Huang 001; Jenny Lin; Lap-Fai Yu; Demetri Terzopoulos; Song-Chun Zhu (Int. J. Comput. Vis., 2018)

VRGym: a virtual testbed for physical and interactive AI. - Xu Xie 001; Hangxin Liu; Zhenliang Zhang 002; Yuxing Qiu; Feng Gao 013; Siyuan Qi; Yixin Zhu 001; Song-Chun Zhu (ACM TUR-C, 2019)

Decomposing Human Causal Learning: Bottom-up Associative Learning and Top-down Schema Reasoning. - Mark Edmonds; Siyuan Qi; Yixin Zhu 001; James Kubricht; Song-Chun Zhu; Hongjing Lu (CogSci, 2019)

Reasoning Visual Dialogs With Structural and Partial Observations. - Zilong Zheng; Wenguan Wang; Siyuan Qi; Song-Chun Zhu (CVPR, 2019)

Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense. - Yixin Chen 003; Siyuan Huang 001; Tao Yuan; Yixin Zhu 001; Siyuan Qi; Song-Chun Zhu (ICCV, 2019)

Learning Compositional Neural Information Fusion for Human Parsing. - Wenguan Wang; Zhijie Zhang; Siyuan Qi; Jianbing Shen; Yanwei Pang; Ling Shao 001 (ICCV, 2019)

PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points. - Siyuan Huang 001; Yixin Chen 003; Tao Yuan; Siyuan Qi; Yixin Zhu 001; Song-Chun Zhu (NeurIPS, 2019)

A tale of two explanations: Enhancing human trust by explaining robot behavior. - Mark Edmonds; Feng Gao 013; Hangxin Liu; Xu Xie 001; Siyuan Qi; Brandon Rothrock; Yixin Zhu 001; Ying Nian Wu; Hongjing Lu; Song-Chun Zhu (Sci. Robotics, 2019)

Task-oriented Visual Understanding for Scenes and Events. - Siyuan Qi (2019)

Theory-Based Causal Transfer: Integrating Instance-Level Induction and Abstract-Level Structure Learning. - Mark Edmonds; Xiaojian Ma 001; Siyuan Qi; Yixin Zhu 001; Hongjing Lu; Song-Chun Zhu (AAAI, 2020)

Cascaded Human-Object Interaction Recognition. - Tianfei Zhou; Wenguan Wang; Siyuan Qi; Haibin Ling; Jianbing Shen (CVPR, 2020)

Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense. - Yixin Zhu 001; Tao Gao 004; Lifeng Fan; Siyuan Huang 001; Mark Edmonds; Hangxin Liu; Feng Gao 013; Chi Zhang 017; Siyuan Qi; Ying Nian Wu; Joshua B. Tenenbaum; Song-Chun Zhu (CoRR, 2020)

A Generalized Earley Parser for Human Activity Parsing and Prediction. - Siyuan Qi; Baoxiong Jia; Siyuan Huang 001; Ping Wei 001; Song-Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Hierarchical Human Semantic Parsing With Comprehensive Part-Relation Modeling. - Wenguan Wang; Tianfei Zhou; Siyuan Qi; Jianbing Shen; Song-Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Cascaded Parsing of Human-Object Interaction Recognition. - Tianfei Zhou; Siyuan Qi; Wenguan Wang; Jianbing Shen; Song-Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning. - Cheng Han 001; Qifan Wang 001; Yiming Cui 002; Zhiwen Cao; Wenguan Wang; Siyuan Qi; Dongfang Liu (ICCV, 2023)

Heterogeneous Value Evaluation for Large Language Models. - Zhaowei Zhang; Nian Liu; Siyuan Qi; Ceyao Zhang; Ziqi Rong; Song-Chun Zhu; Shuguang Cui; Yaodong Yang 001 (CoRR, 2023)

E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning. - Cheng Han 001; Qifan Wang 001; Yiming Cui 002; Zhiwen Cao; Wenguan Wang; Siyuan Qi; Dongfang Liu (CoRR, 2023)

CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models. - Lingyue Fu; Huacan Chai; Shuang Luo; Kounianhua Du; Weiming Zhang; Longteng Fan; Jiayi Lei; Renting Rui; Jianghao Lin; Yuchen Fang; Yifan Liu 008; Jingkuan Wang; et al. (CoRR, 2023)

Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation. - Shenzhi Wang; Chang Liu; Zilong Zheng; Siyuan Qi; Shuo Chen; Qisen Yang; Andrew Zhao; Chaofei Wang; Shiji Song; Gao Huang 001 (CoRR, 2023)

Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling. - Shenzhi Wang; Chang Liu; Zilong Zheng; Siyuan Qi; Shuo Chen; Qisen Yang; Andrew Zhao; Chaofei Wang; Shiji Song; Gao Huang 001 (ACL (Findings), 2024)

Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning? - Cheng Han 001; Qifan Wang 001; Yiming Cui 002; Wenguan Wang; Lifu Huang; Siyuan Qi; Dongfang Liu (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 001; et al. (ICLR, 2024)

A Contextual Combinatorial Bandit Approach to Negotiation. - Yexin Li; Zhancun Mu; Siyuan Qi (ICML, 2024)

Tutorial: Large Language-Vision Model in Society. - Kaicheng Yu; Zhuang Shao; Siyuan Qi; Dongfang Liu (ACM Multimedia, 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 006; Xiaoxi Wang; Song-Chun Zhu; Mingjie Bi; Siyuan Qi; Xue Feng (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 001; Siyuan Qi; Yaodong Yang 001 (NeurIPS, 2024)

A Dual-Polarized Multi-Wideband Ceiling Antenna With Eight-Diagram Shape for 2G/3G/LTE/5G Sub-6 GHz Indoor Applications. - Botao Feng; Siyuan Qi; Xiao Ding; Xingxing Yang 006; Chow-Yen-Desmond Sim (IEEE Access, 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; Wei Wang 115; et al. (CoRR, 2024)

A 0.98ppm/°C, high PSR, low noise curvature-compensated CMOS bandgap reference with resistor-less low-pass filter. - Chenchen Ye 003; Erxi Fang; Siyuan Qi; Haoyang Ping (IEICE Electron. Express, 2024)

Differentiable Information Enhanced Model-Based Reinforcement Learning. - Xiaoyuan Zhang; Xinyan Cai; Bo Liu 039; Weidong Huang 008; Song-Chun Zhu; Siyuan Qi; Yaodong Yang 001 (AAAI, 2025)

Heterogeneous Value Alignment Evaluation for Large Language Models. - Zhaowei Zhang; Ceyao Zhang; Nian Liu; Siyuan Qi; Ziqi Rong; Song-Chun Zhu; Yaodong Yang 001 (AGI (2), 2025)

MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge. - Yuntao Du 001; Kailin Jiang; Zhi Gao; Chenrui Shi; Zilong Zheng; Siyuan Qi; Qing Li 003 (ICLR, 2025)

In-Context Editing: Learning Knowledge from Self-Induced Distributions. - Siyuan Qi; Bangcheng Yang; Kailin Jiang; Xiaobo Wang 004; Jiaqi Li; Yifan Zhong; Yaodong Yang 001; Zilong Zheng (ICLR, 2025)

Who's the MVP? A Game-Theoretic Evaluation Benchmark for Modular Attribution in LLM Agents. - Yingxuan Yang; Bo Huang; Siyuan Qi; Chao Feng; Haoyi Hu; Yuxuan Zhu; Jinbo Hu; Haoran Zhao; Ziyi He; Xiao Liu; Zongyu Wang; Lin Qiu; et al. (CoRR, 2025)

CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning. - Yexin Li; Pring Wong; Hanfang Zhang; Shuo Chen; Siyuan Qi (CoRR, 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 001 (CoRR, 2025)

A Survey of AI Agent Protocols. - Yingxuan Yang; Huacan Chai; Yuanyi Song; Siyuan Qi; Muning Wen; Ning Li 029; Junwei Liao; Haoyi Hu; Jianghao Lin; Gaowei Chang; Weiwen Liu; Ying Wen 001; et al. (CoRR, 2025)