Wenyue Hua

Senior Researcher

Publications

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- MemGym: a Long-Horizon Memory Environment for LLM Agents
  
  Wujiang Xu, Yu Wang, Kai Mei, Kaiqu Liang, Zhenting Wang, Ming Jin, Han Zhang, Shi-Xiong Zhang, Wenyue Hua, Sambit Sahu, Dimitris N. Metaxas
  
  May 2026
  
  arXiv | May 2026
  
  Preprint
- Interactive Evaluation Requires a Design Science
  
  Keyang Xuan, Peiyang Song, Pan Lu, Pengrui Han, Wenkai Li, Zhenyu Zhang, Zexue He, Wenyue Hua, Manling Li, Jiaxuan You, Adrian Weller, Yizhong Wang, Jiaxin Pei
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Auditing Agent Harness Safety
  
  Chengzhi Liu, Yicheng Guo, Yepeng Liu, Yuzhe Yang, Qianqi Yan, Xuandong Zhao, Wenyue Hua, Shengchao Liu, Sharon Li, Yuheng Bu, Xin Wang
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent
  
  Wenyue Hua, Sripad Karne, Qian Xie, Armaan Agrawal, Nikos Pagonas, Kostis Kaffes, Tianyi Peng
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Quantifying Trust: Financial Risk Management for Trustworthy AI Agents
  
  Wenyue Hua, Tianyi Peng, Chi Wang, I. Kaufman, Bryan Lim, Chandler Fang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data
  
  Minghao Guo, Ziying Ye, Wujiang Xu, Xi Zhu, Wenyue Hua, Dimitris N. Metaxas
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets
  
  Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
  
  MSR-TR-2025-50 | October 2025
  
  Published by Microsoft
  
  Publication Video Video Access

- MemGym: a Long-Horizon Memory Environment for LLM Agents
  
  Wujiang Xu, Yu Wang, Kai Mei, Kaiqu Liang, Zhenting Wang, Ming Jin, Han Zhang, Shi-Xiong Zhang, Wenyue Hua, Sambit Sahu, Dimitris N. Metaxas
  
  May 2026
  
  arXiv | May 2026
  
  Preprint
- Interactive Evaluation Requires a Design Science
  
  Keyang Xuan, Peiyang Song, Pan Lu, Pengrui Han, Wenkai Li, Zhenyu Zhang, Zexue He, Wenyue Hua, Manling Li, Jiaxuan You, Adrian Weller, Yizhong Wang, Jiaxin Pei
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Auditing Agent Harness Safety
  
  Chengzhi Liu, Yicheng Guo, Yepeng Liu, Yuzhe Yang, Qianqi Yan, Xuandong Zhao, Wenyue Hua, Shengchao Liu, Sharon Li, Yuheng Bu, Xin Wang
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent
  
  Wenyue Hua, Sripad Karne, Qian Xie, Armaan Agrawal, Nikos Pagonas, Kostis Kaffes, Tianyi Peng
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Quantifying Trust: Financial Risk Management for Trustworthy AI Agents
  
  Wenyue Hua, Tianyi Peng, Chi Wang, I. Kaufman, Bryan Lim, Chandler Fang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data
  
  Minghao Guo, Ziying Ye, Wujiang Xu, Xi Zhu, Wenyue Hua, Dimitris N. Metaxas
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets
  
  Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
  
  MSR-TR-2025-50 | October 2025
  
  Published by Microsoft
  
  Publication Video Video Access
- MemGym: a Long-Horizon Memory Environment for LLM Agents
  
  Wujiang Xu, Yu Wang, Kai Mei, Kaiqu Liang, Zhenting Wang, Ming Jin, Han Zhang, Shi-Xiong Zhang, Wenyue Hua, Sambit Sahu, Dimitris N. Metaxas
  
  May 2026
  
  arXiv | May 2026
  
  Preprint
- Auditing Agent Harness Safety
  
  Chengzhi Liu, Yicheng Guo, Yepeng Liu, Yuzhe Yang, Qianqi Yan, Xuandong Zhao, Wenyue Hua, Shengchao Liu, Sharon Li, Yuheng Bu, Xin Wang
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Quantifying Trust: Financial Risk Management for Trustworthy AI Agents
  
  Wenyue Hua, Tianyi Peng, Chi Wang, I. Kaufman, Bryan Lim, Chandler Fang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets
  
  Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
  
  MSR-TR-2025-50 | October 2025
  
  Published by Microsoft
  
  Publication Video Video Access

- MemGym: a Long-Horizon Memory Environment for LLM Agents
  
  Wujiang Xu, Yu Wang, Kai Mei, Kaiqu Liang, Zhenting Wang, Ming Jin, Han Zhang, Shi-Xiong Zhang, Wenyue Hua, Sambit Sahu, Dimitris N. Metaxas
  
  May 2026
  
  arXiv | May 2026
  
  Preprint
- Interactive Evaluation Requires a Design Science
  
  Keyang Xuan, Peiyang Song, Pan Lu, Pengrui Han, Wenkai Li, Zhenyu Zhang, Zexue He, Wenyue Hua, Manling Li, Jiaxuan You, Adrian Weller, Yizhong Wang, Jiaxin Pei
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Auditing Agent Harness Safety
  
  Chengzhi Liu, Yicheng Guo, Yepeng Liu, Yuzhe Yang, Qianqi Yan, Xuandong Zhao, Wenyue Hua, Shengchao Liu, Sharon Li, Yuheng Bu, Xin Wang
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent
  
  Wenyue Hua, Sripad Karne, Qian Xie, Armaan Agrawal, Nikos Pagonas, Kostis Kaffes, Tianyi Peng
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Quantifying Trust: Financial Risk Management for Trustworthy AI Agents
  
  Wenyue Hua, Tianyi Peng, Chi Wang, I. Kaufman, Bryan Lim, Chandler Fang
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data
  
  Minghao Guo, Ziying Ye, Wujiang Xu, Xi Zhu, Wenyue Hua, Dimitris N. Metaxas
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets
  
  Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
  
  MSR-TR-2025-50 | October 2025
  
  Published by Microsoft
  
  Publication Video Video Access

Wenyue Hua

Publications

MemGym: a Long-Horizon Memory Environment for LLM Agents

Interactive Evaluation Requires a Design Science

Auditing Agent Harness Safety

AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent

Quantifying Trust: Financial Risk Management for Trustworthy AI Agents

Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data

Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets

MemGym: a Long-Horizon Memory Environment for LLM Agents

Interactive Evaluation Requires a Design Science

Auditing Agent Harness Safety

AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent

Quantifying Trust: Financial Risk Management for Trustworthy AI Agents

Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data

Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets

MemGym: a Long-Horizon Memory Environment for LLM Agents

Auditing Agent Harness Safety

Quantifying Trust: Financial Risk Management for Trustworthy AI Agents

Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets

MemGym: a Long-Horizon Memory Environment for LLM Agents

Interactive Evaluation Requires a Design Science

Auditing Agent Harness Safety

AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent

Quantifying Trust: Financial Risk Management for Trustworthy AI Agents

Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data

Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets

Contact Wenyue Hua

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