Baolin Peng

Principal Research Manager

论文与出版物

查看方式：

- Multimodal Reinforcement Learning with Agentic Verifier for AI Agents
  
  Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, Theodore Zhao, Andrea Tupini, Isar Meijer, Qianhui Wu, Yuncong Yang, Lars Liden, Yu Gu, Sheng Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
  
  December 2025
  
  PDF
- Adapting Web Agents with Synthetic Supervision
  
  Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao
  
  November 2025
  
  Publication 项目
- Dyna-Mind: Learning to Simulate from Experience for Better AI Agents
  
  Xiao Yu, Baolin Peng, Michel Galley, Hao Cheng, Qianhui Wu, Janardhan Kulkarni, Suman Nath, Zhou Yu, Jianfeng Gao
  
  ICLR 2026 | October 2025
  
  Under review as a conference paper at ICLR 2026
  
  Publication
- Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
  
  Liliang Ren, Congcong Chen, Haoran Xu, Young Jin Kim, Adam Atkinson, Zheng Zhan, Jiankai Sun, Baolin Peng, Liyuan Liu, Shuohang Wang, Hao Cheng, Jianfeng Gao, Weizhu Chen, Yelong Shen
  
  NeurIPS 2025 | July 2025
  
  DOI
- CollabLLM: From Passive Responders to Active Collaborators
  
  Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, J. Leskovec, Jianfeng Gao
  
  ICML 2025 | July 2025
  
  PDF Publication Github
- GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
  
  Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
  
  NeurIPS 2025 | June 2025
  
  Publication 项目项目
- Magma: A Foundation Model for Multimodal AI Agents
  
  Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu Gu, Mu Cai, Seonghyeon Ye, Joel Jang, Yuquan Deng, Lars Liden, Jianfeng Gao
  
  February 2025
  
  Publication 视频访问
- On the Emergence of Thinking in LLMs I: Searching for the Right Intuition
  
  Guanghao Ye, Khiem Duc Pham, Xinzhi Zhang, Sivakanth Gopi, Baolin Peng, Beibin Li, Janardhan (Jana) Kulkarni, Huseyin Inan
  
  February 2025
  
  Publication 项目
- ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
  
  Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu
  
  MSR-TR-2024-63 | October 2024
  
  作者：Microsoft
  
  Publication Preprint 访问

- Multimodal Reinforcement Learning with Agentic Verifier for AI Agents
  
  Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, Theodore Zhao, Andrea Tupini, Isar Meijer, Qianhui Wu, Yuncong Yang, Lars Liden, Yu Gu, Sheng Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
  
  December 2025
  
  PDF
- Adapting Web Agents with Synthetic Supervision
  
  Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao
  
  November 2025
  
  Publication 项目
- Dyna-Mind: Learning to Simulate from Experience for Better AI Agents
  
  Xiao Yu, Baolin Peng, Michel Galley, Hao Cheng, Qianhui Wu, Janardhan Kulkarni, Suman Nath, Zhou Yu, Jianfeng Gao
  
  ICLR 2026 | October 2025
  
  Under review as a conference paper at ICLR 2026
  
  Publication
- Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
  
  Liliang Ren, Congcong Chen, Haoran Xu, Young Jin Kim, Adam Atkinson, Zheng Zhan, Jiankai Sun, Baolin Peng, Liyuan Liu, Shuohang Wang, Hao Cheng, Jianfeng Gao, Weizhu Chen, Yelong Shen
  
  NeurIPS 2025 | July 2025
  
  DOI
- CollabLLM: From Passive Responders to Active Collaborators
  
  Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, J. Leskovec, Jianfeng Gao
  
  ICML 2025 | July 2025
  
  PDF Publication Github
- GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
  
  Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
  
  NeurIPS 2025 | June 2025
  
  Publication 项目项目
- Magma: A Foundation Model for Multimodal AI Agents
  
  Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu Gu, Mu Cai, Seonghyeon Ye, Joel Jang, Yuquan Deng, Lars Liden, Jianfeng Gao
  
  February 2025
  
  Publication 视频访问
- On the Emergence of Thinking in LLMs I: Searching for the Right Intuition
  
  Guanghao Ye, Khiem Duc Pham, Xinzhi Zhang, Sivakanth Gopi, Baolin Peng, Beibin Li, Janardhan (Jana) Kulkarni, Huseyin Inan
  
  February 2025
  
  Publication 项目
- ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
  
  Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu
  
  MSR-TR-2024-63 | October 2024
  
  作者：Microsoft
  
  Publication Preprint 访问
- GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
  
  Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
  
  NeurIPS 2025 | June 2025
  
  Publication 项目项目
- Magma: A Foundation Model for Multimodal AI Agents
  
  Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu Gu, Mu Cai, Seonghyeon Ye, Joel Jang, Yuquan Deng, Lars Liden, Jianfeng Gao
  
  February 2025
  
  Publication 视频访问
- CollabLLM: From Passive Responders to Active Collaborators
  
  Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, J. Leskovec, Jianfeng Gao
  
  ICML 2025 | July 2025
  
  PDF Publication Github
- GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
  
  Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
  
  NeurIPS 2025 | June 2025
  
  Publication 项目项目
- ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
  
  Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu
  
  MSR-TR-2024-63 | October 2024
  
  作者：Microsoft
  
  Publication Preprint 访问
- CollabLLM: From Passive Responders to Active Collaborators
  
  Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, J. Leskovec, Jianfeng Gao
  
  ICML 2025 | July 2025
  
  PDF Publication Github
- ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
  
  Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu
  
  MSR-TR-2024-63 | October 2024
  
  作者：Microsoft
  
  Publication Preprint 访问

- Multimodal Reinforcement Learning with Agentic Verifier for AI Agents
  
  Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, Theodore Zhao, Andrea Tupini, Isar Meijer, Qianhui Wu, Yuncong Yang, Lars Liden, Yu Gu, Sheng Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
  
  December 2025
  
  PDF
- Adapting Web Agents with Synthetic Supervision
  
  Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao
  
  November 2025
  
  Publication 项目
- Magma: A Foundation Model for Multimodal AI Agents
  
  Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu Gu, Mu Cai, Seonghyeon Ye, Joel Jang, Yuquan Deng, Lars Liden, Jianfeng Gao
  
  February 2025
  
  Publication 视频访问
- Dyna-Mind: Learning to Simulate from Experience for Better AI Agents
  
  Xiao Yu, Baolin Peng, Michel Galley, Hao Cheng, Qianhui Wu, Janardhan Kulkarni, Suman Nath, Zhou Yu, Jianfeng Gao
  
  ICLR 2026 | October 2025
  
  Under review as a conference paper at ICLR 2026
  
  Publication
- Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
  
  Liliang Ren, Congcong Chen, Haoran Xu, Young Jin Kim, Adam Atkinson, Zheng Zhan, Jiankai Sun, Baolin Peng, Liyuan Liu, Shuohang Wang, Hao Cheng, Jianfeng Gao, Weizhu Chen, Yelong Shen
  
  NeurIPS 2025 | July 2025
  
  DOI
- CollabLLM: From Passive Responders to Active Collaborators
  
  Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, J. Leskovec, Jianfeng Gao
  
  ICML 2025 | July 2025
  
  PDF Publication Github
- GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
  
  Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
  
  NeurIPS 2025 | June 2025
  
  Publication 项目项目
- On the Emergence of Thinking in LLMs I: Searching for the Right Intuition
  
  Guanghao Ye, Khiem Duc Pham, Xinzhi Zhang, Sivakanth Gopi, Baolin Peng, Beibin Li, Janardhan (Jana) Kulkarni, Huseyin Inan
  
  February 2025
  
  Publication 项目
- ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
  
  Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu
  
  MSR-TR-2024-63 | October 2024
  
  作者：Microsoft
  
  Publication Preprint 访问

Baolin Peng

论文与出版物

Multimodal Reinforcement Learning with Agentic Verifier for AI Agents

Adapting Web Agents with Synthetic Supervision

Dyna-Mind: Learning to Simulate from Experience for Better AI Agents

Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation

CollabLLM: From Passive Responders to Active Collaborators

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

Magma: A Foundation Model for Multimodal AI Agents

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning

Multimodal Reinforcement Learning with Agentic Verifier for AI Agents

Adapting Web Agents with Synthetic Supervision

Dyna-Mind: Learning to Simulate from Experience for Better AI Agents

Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation

CollabLLM: From Passive Responders to Active Collaborators

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

Magma: A Foundation Model for Multimodal AI Agents

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

Magma: A Foundation Model for Multimodal AI Agents

CollabLLM: From Passive Responders to Active Collaborators

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning

CollabLLM: From Passive Responders to Active Collaborators

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning

Multimodal Reinforcement Learning with Agentic Verifier for AI Agents

Adapting Web Agents with Synthetic Supervision

Magma: A Foundation Model for Multimodal AI Agents

Dyna-Mind: Learning to Simulate from Experience for Better AI Agents

Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation

CollabLLM: From Passive Responders to Active Collaborators

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning

联系 Baolin Peng

Microsoft Research Lab – Redmond