Frank F. Xu

Researcher, Microsoft

Joined

October 2017

Names

Frank F. Xu (Preferred)

Frank F Xu

Frank Xu

Emails

****@gmail.com (Confirmed)

****@sjtu.edu.cn (Confirmed)

****@cs.cmu.edu (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Career & Education History

Researcher

Microsoft (microsoft.com)

2025 – Present

PhD student

Carnegie Mellon University (cmu.edu)

2019 – 2024

MS student

Shanghai Jiao Tong University (sjtu.edu.cn)

2016 – 2019

Undergrad student

Shanghai Jiao Tong University (sjtu.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Graham Neubig

2019 – Present

Coworker

Kenny Q. Zhu

2014 – 2019

Expertise

No areas of expertise listed

Publications

Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents
Yueqi Song, Ketan Ramaneti, Zaid Sheikh, Ziru Chen, Boyu Gou, Tianbao Xie, Yiheng Xu, Danyang Zhang, Apurva Gandhi, Fan Yang, Joseph Liu, Tianyue Ou, Zhihao Yuan, Frank F. Xu, Shuyan Zhou, Xingyao Wang, Xiang Yue, Tao Yu, Huan Sun, Yu Su et al. (1 additional authors not shown)
- ICLR 2026 Oral
- Readers: Everyone
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Frank F. Xu, Yufan Song, Boxuan Li, Yuxuan Tang, Kritanjali Jain, Mengxue Bao, Zora Zhiruo Wang, Xuhui Zhou, Zhitong Guo, Murong Cao, Mingyang Yang, Hao Yang Lu, Amaad Martin, Zhe Su, Leander Melroy Maben, Raj Mehta, Wayne Chi, Lawrence Keunho Jang, Yiqing Xie, Shuyan Zhou et al. (1 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
HAICOSYSTEM: An Ecosystem for Sandboxing Safety Risks in Interactive AI Agents
Xuhui Zhou, Hyunwoo Kim, Faeze Brahman, Liwei Jiang, Hao Zhu, Ximing Lu, Frank F. Xu, Bill Yuchen Lin, Yejin Choi, Niloofar Mireshghallah, Ronan Le Bras, Maarten Sap
- COLM 2025
- Readers: Everyone
The BrowserGym Ecosystem for Web Agent Research
Thibault Le Sellier de Chezelles, Maxime Gasse, Alexandre Lacoste, Massimo Caccia, Alexandre Drouin, Léo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sahar Omidi Shayegan, Lawrence Keunho Jang, Xing Han Lù, Ori Yoran, Dehan Kong, Frank F. Xu, Siva Reddy, Graham Neubig, Quentin Cappart, Russ Salakhutdinov, Nicolas Chapados
- Accepted by TMLR
- Readers: Everyone
Beyond Browsing: API-Based Web Agents
Yueqi Song, Frank F. Xu, Shuyan Zhou, Graham Neubig
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
HAICOSYSTEM: An Ecosystem for Sandboxing Safety Risks in Human-AI Interactions
Xuhui Zhou, Hyunwoo Kim, Faeze Brahman, Liwei Jiang, Hao Zhu, Ximing Lu, Frank F. Xu, Bill Yuchen Lin, Yejin Choi, Niloofar Mireshghallah, Ronan Le Bras, Maarten Sap
- Submitted to ICLR 2025
- Readers: Everyone
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 et al. (4 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
Tianyue Ou, Frank F. Xu, Aman Madaan, Jiarui Liu, Robert Lo, Abishek Sridhar, Sudipta Sengupta, Dan Roth, Graham Neubig, Shuyan Zhou
- NeurIPS 2024 poster
- Readers: Everyone
WebArena: A Realistic Web Environment for Building Autonomous Agents
Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig
- ALOE 2023 Spotlight
- Readers: Everyone
WebArena: A Realistic Web Environment for Building Autonomous Agents
Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig
- FMDM@NeurIPS2023
- Readers: Everyone

View all 72 publications

Co-Authors

View all 149 co-authors