Pan, Jiayi

12 publications

AAAI 2025 Counterfactual Task-Augmented Meta-Learning for Cold-Start Sequential Recommendation Zhiqiang Wang, Jiayi Pan, Xingwang Zhao, Jianqing Liang, Chenjiao Feng, Kaixuan Yao

ICLR 2025 OpenHands: An Open Platform for AI Software Developers as Generalist Agents Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin, Robert Brennan, Hao Peng, Heng Ji, Graham Neubig

ICML 2025 Training Software Engineering Agents and Verifiers with SWE-Gym Jiayi Pan, Xingyao Wang, Graham Neubig, Navdeep Jaitly, Heng Ji, Alane Suhr, Yizhe Zhang

ICLRW 2025 Training Software Engineering Agents and Verifiers with SWE-Gym Jiayi Pan, Xingyao Wang, Graham Neubig, Navdeep Jaitly, Heng Ji, Alane Suhr, Yizhe Zhang

ICML 2024 ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL Yifei Zhou, Andrea Zanette, Jiayi Pan, Sergey Levine, Aviral Kumar

ICLRW 2024 ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL Yifei Zhou, Andrea Zanette, Jiayi Pan, Aviral Kumar, Sergey Levine

NeurIPS 2024 DigiRL: Training In-the-Wild Device-Control Agents with Autonomous Reinforcement Learning Hao Bai, Yifei Zhou, Mert Cemri, Jiayi Pan, Alane Suhr, Sergey Levine, Aviral Kumar

ICMLW 2024 DigiRL: Training In-the-Wild Device-Control Agents with Autonomous Reinforcement Learning Yifei Zhou, Hao Bai, Mert Cemri, Jiayi Pan, Alane Suhr, Sergey Levine, Aviral Kumar

ICMLW 2024 DigiRL: Training In-the-Wild Device-Control Agents with Autonomous Reinforcement Learning Hao Bai, Yifei Zhou, Mert Cemri, Jiayi Pan, Alane Suhr, Sergey Levine, Aviral Kumar

ICMLW 2024 DigiRL: Training In-the-Wild Device-Control Agents with Autonomous Reinforcement Learning Hao Bai, Yifei Zhou, Mert Cemri, Jiayi Pan, Alane Suhr, Sergey Levine, Aviral Kumar

NeurIPS 2024 Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning Yuexiang Zhai, Hao Bai, Zipeng Lin, Jiayi Pan, Shengbang Tong, Yifei Zhou, Alane Suhr, Saining Xie, Yann LeCun, Yi Ma, Sergey Levine

CVPR 2024 Inversion-Free Image Editing with Language-Guided Diffusion Models Sihan Xu, Yidong Huang, Jiayi Pan, Ziqiao Ma, Joyce Chai