Zhengyuan Yang

Member of Technical Staff

Publications

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- Multimodal Reinforcement Learning with Agentic Verifier for AI Agents
  
  Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, Theodore Zhao, Andrea Tupini, Isar Meijier, Qianhui Wu, Yuncong Yang, Lars Liden, Yu Gu, Sheng Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
  
  December 2025
  
  PDF
- SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
  
  Xiyao Wang, Zhengyuan Yang, Chao Feng, Hongjin Lu, Linjie Li, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
  
  NeurIPS 2025 | April 2025
  
  DOI Publication Publication
- Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
  
  Jitesh Jain, Zhengyuan Yang, Humphrey Shi, Jianfeng Gao, Jianwei Yang
  
  NeurIPS 2025 | December 2024
  
  Publication

- Multimodal Reinforcement Learning with Agentic Verifier for AI Agents
  
  Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, Theodore Zhao, Andrea Tupini, Isar Meijier, Qianhui Wu, Yuncong Yang, Lars Liden, Yu Gu, Sheng Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
  
  December 2025
  
  PDF
- SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
  
  Xiyao Wang, Zhengyuan Yang, Chao Feng, Hongjin Lu, Linjie Li, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
  
  NeurIPS 2025 | April 2025
  
  DOI Publication Publication
- Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
  
  Jitesh Jain, Zhengyuan Yang, Humphrey Shi, Jianfeng Gao, Jianwei Yang
  
  NeurIPS 2025 | December 2024
  
  Publication
- Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
  
  Jitesh Jain, Zhengyuan Yang, Humphrey Shi, Jianfeng Gao, Jianwei Yang
  
  NeurIPS 2025 | December 2024
  
  Publication

- Multimodal Reinforcement Learning with Agentic Verifier for AI Agents
  
  Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, Theodore Zhao, Andrea Tupini, Isar Meijier, Qianhui Wu, Yuncong Yang, Lars Liden, Yu Gu, Sheng Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
  
  December 2025
  
  PDF
- SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
  
  Xiyao Wang, Zhengyuan Yang, Chao Feng, Hongjin Lu, Linjie Li, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
  
  NeurIPS 2025 | April 2025
  
  DOI Publication Publication
- Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
  
  Jitesh Jain, Zhengyuan Yang, Humphrey Shi, Jianfeng Gao, Jianwei Yang
  
  NeurIPS 2025 | December 2024
  
  Publication