Pei Zhou

Senior Applied Scientist

Publications

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- One Model, All Roles: Multi-Turn, Multi-Agent Self-Play Reinforcement Learning for Conversational Social Intelligence
  
  Bowen Jiang, Taiwei Shi, Ryo Kamoi, Yuan Yuan, Camillo J. Taylor, Longqi Yang, Pei Zhou, Sihao Chen
  
  February 2026
  
  Publication
- Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
  
  Shuaiqi Wang, Vikas Raunak, Arturs Backurs, Victor Reis, Pei Zhou, Sihao Chen, Longqi Yang, Zinan Lin, Sergey Yekhanin, Giulia Fanti
  
  NeurIPS 2025 | December 2025
  
  Publication Project
- ProMediate: A Socio-cognitive framework for evaluating proactive agents in multi-party negotiation
  
  Ziyi Liu, Bahar Sarrafzadeh, Pei Zhou, Longqi Yang, Jieyu Zhao, Ashish Sharma
  
  October 2025
  
  Publication
- WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback
  
  Taiwei Shi, Zhuoer Wang, Longqi Yang, Ying-Chun Lin, Zexue He, Mengting Wan, Pei Zhou, Sujay Kumar Jauhar, Xiaofeng Xu, Xia Song, Jennifer Neville
  
  ArXiv | August 2024, Vol abs/2408.15549
  
  Publication DOI

- One Model, All Roles: Multi-Turn, Multi-Agent Self-Play Reinforcement Learning for Conversational Social Intelligence
  
  Bowen Jiang, Taiwei Shi, Ryo Kamoi, Yuan Yuan, Camillo J. Taylor, Longqi Yang, Pei Zhou, Sihao Chen
  
  February 2026
  
  Publication
- Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
  
  Shuaiqi Wang, Vikas Raunak, Arturs Backurs, Victor Reis, Pei Zhou, Sihao Chen, Longqi Yang, Zinan Lin, Sergey Yekhanin, Giulia Fanti
  
  NeurIPS 2025 | December 2025
  
  Publication Project
- ProMediate: A Socio-cognitive framework for evaluating proactive agents in multi-party negotiation
  
  Ziyi Liu, Bahar Sarrafzadeh, Pei Zhou, Longqi Yang, Jieyu Zhao, Ashish Sharma
  
  October 2025
  
  Publication
- WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback
  
  Taiwei Shi, Zhuoer Wang, Longqi Yang, Ying-Chun Lin, Zexue He, Mengting Wan, Pei Zhou, Sujay Kumar Jauhar, Xiaofeng Xu, Xia Song, Jennifer Neville
  
  ArXiv | August 2024, Vol abs/2408.15549
  
  Publication DOI
- ProMediate: A Socio-cognitive framework for evaluating proactive agents in multi-party negotiation
  
  Ziyi Liu, Bahar Sarrafzadeh, Pei Zhou, Longqi Yang, Jieyu Zhao, Ashish Sharma
  
  October 2025
  
  Publication
- Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
  
  Shuaiqi Wang, Vikas Raunak, Arturs Backurs, Victor Reis, Pei Zhou, Sihao Chen, Longqi Yang, Zinan Lin, Sergey Yekhanin, Giulia Fanti
  
  NeurIPS 2025 | December 2025
  
  Publication Project

- One Model, All Roles: Multi-Turn, Multi-Agent Self-Play Reinforcement Learning for Conversational Social Intelligence
  
  Bowen Jiang, Taiwei Shi, Ryo Kamoi, Yuan Yuan, Camillo J. Taylor, Longqi Yang, Pei Zhou, Sihao Chen
  
  February 2026
  
  Publication
- ProMediate: A Socio-cognitive framework for evaluating proactive agents in multi-party negotiation
  
  Ziyi Liu, Bahar Sarrafzadeh, Pei Zhou, Longqi Yang, Jieyu Zhao, Ashish Sharma
  
  October 2025
  
  Publication
- Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
  
  Shuaiqi Wang, Vikas Raunak, Arturs Backurs, Victor Reis, Pei Zhou, Sihao Chen, Longqi Yang, Zinan Lin, Sergey Yekhanin, Giulia Fanti
  
  NeurIPS 2025 | December 2025
  
  Publication Project
- WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback
  
  Taiwei Shi, Zhuoer Wang, Longqi Yang, Ying-Chun Lin, Zexue He, Mengting Wan, Pei Zhou, Sujay Kumar Jauhar, Xiaofeng Xu, Xia Song, Jennifer Neville
  
  ArXiv | August 2024, Vol abs/2408.15549
  
  Publication DOI