Yao, Shunyu

24 publications

AAAI 2025 Multi-Objective Evolution of Heuristic Using Large Language Model Shunyu Yao, Fei Liu, Xi Lin, Zhichao Lu, Zhenkun Wang, Qingfu Zhang

NeurIPS 2025 When Models Know More than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration Quan Shi, Carlos E Jimenez, Shunyu Yao, Nick Haber, Diyi Yang, Karthik R Narasimhan

ICLR 2025 {$\tau$}-Bench: A Benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser Interaction in Real-World Domains Shunyu Yao, Noah Shinn, Pedram Razavi, Karthik R Narasimhan

ICLR 2024 COLLIE: Systematic Construction of Constrained Text Generation Tasks Shunyu Yao, Howard Chen, Austin W. Hanjie, Runzhe Yang, Karthik R Narasimhan

TMLR 2024 Cognitive Architectures for Language Agents Theodore Sumers, Shunyu Yao, Karthik R Narasimhan, Thomas L. Griffiths

ICML 2024 DPN: Decoupling Partition and Navigation for Neural Solvers of Min-Max Vehicle Routing Problems Zhi Zheng, Shunyu Yao, Zhenkun Wang, Tong Xialiang, Mingxuan Yuan, Ke Tang

CVPRW 2024 NTIRE 2024 Challenge on Short-Form UGC Video Quality Assessment: Methods and Results Xin Li, Kun Yuan, Yajing Pei, Yiting Lu, Ming Sun, Chao Zhou, Zhibo Chen, Radu Timofte, Wei Sun, Haoning Wu, Zicheng Zhang, Jun Jia, Zhichao Zhang, Linhan Cao, Qiubo Chen, Xiongkuo Min, Weisi Lin, Guangtao Zhai, Jianhui Sun, Tianyi Wang, Lei Li, Han Kong, Wenxuan Wang, Bing Li, Cheng Luo, Haiqiang Wang, Xiangguang Chen, Wenhui Meng, Xiang Pan, Huiying Shi, Han Zhu, Xiaozhong Xu, Lei Sun, Zhenzhong Chen, Shan Liu, Fangyuan Kong, Haotian Fan, Yifang Xu, Haoran Xu, Mengduo Yang, Jie Zhou, Jiaze Li, Shijie Wen, Mai Xu, Da Li, Shunyu Yao, Jiazhi Du, Wangmeng Zuo, Zhibo Li, Shuai He, Anlong Ming, Huiyuan Fu, Huadong Ma, Yong Wu, Fie Xue, Guozhi Zhao, Lina Du, Jie Guo, Yu Zhang, Huimin Zheng, Junhao Chen, Yue Liu, Dulan Zhou, Kele Xu, Qisheng Xu, Tao Sun, Zhixiang Ding, Yuhang Hu

ICLRW 2024 OS-Copilot: Towards Generalist Computer Agents with Self-Improvement Zhiyong Wu, Chengcheng Han, Zichen Ding, Zhenmin Weng, Zhoumianze Liu, Shunyu Yao, Tao Yu, Lingpeng Kong

NeurIPS 2024 SWE-Agent: Agent-Computer Interfaces Enable Automated Software Engineering John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, Ofir Press

ICLR 2024 SWE-Bench: Can Language Models Resolve Real-World GitHub Issues? Carlos E Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, Karthik R Narasimhan

CVPR 2023 EC2: Emergent Communication for Embodied Control Yao Mu, Shunyu Yao, Mingyu Ding, Ping Luo, Chuang Gan

NeurIPS 2023 InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback John Yang, Akshara Prabhakar, Karthik Narasimhan, Shunyu Yao

NeurIPSW 2023 Language Agents as Hackers: Evaluating Cybersecurity Skills with Capture the Flag John Yang, Akshara Prabhakar, Shunyu Yao, Kexin Pei, Karthik R Narasimhan

ICLR 2023 ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik R Narasimhan, Yuan Cao

NeurIPS 2023 Reflexion: Language Agents with Verbal Reinforcement Learning Noah Shinn, Federico Cassano, Ashwin Gopinath, Karthik Narasimhan, Shunyu Yao

NeurIPS 2023 Tree of Thoughts: Deliberate Problem Solving with Large Language Models Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Tom Griffiths, Yuan Cao, Karthik Narasimhan

ICLR 2022 Linking Emergent and Natural Languages via Corpus Transfer Shunyu Yao, Mo Yu, Yang Zhang, Karthik R Narasimhan, Joshua B. Tenenbaum, Chuang Gan

ICLR 2022 Multi-Stage Episodic Control for Strategic Exploration in Text Games Jens Tuyls, Shunyu Yao, Sham M. Kakade, Karthik R Narasimhan

NeurIPSW 2022 ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao, Jeffrey Zhao, Dian Yu, Izhak Shafran, Karthik R Narasimhan, Yuan Cao

NeurIPS 2022 WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Shunyu Yao, Howard Chen, John Yang, Karthik Narasimhan

CVPR 2021 Calibrated RGB-D Salient Object Detection Wei Ji, Jingjing Li, Shuang Yu, Miao Zhang, Yongri Piao, Shunyu Yao, Qi Bi, Kai Ma, Yefeng Zheng, Huchuan Lu, Li Cheng

ICCV 2021 Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection Miao Zhang, Jie Liu, Yifei Wang, Yongri Piao, Shunyu Yao, Wei Ji, Jingjing Li, Huchuan Lu, Zhongxuan Luo

NeurIPS 2019 Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations Kevin Smith, Lingjie Mei, Shunyu Yao, Jiajun Wu, Elizabeth Spelke, Josh Tenenbaum, Tomer Ullman

NeurIPS 2018 3D-Aware Scene Manipulation via Inverse Graphics Shunyu Yao, Tzu Ming Hsu, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, Bill Freeman, Josh Tenenbaum