Shuyan Zhou

Assistant Professor, Duke University

Joined

September 2021

Names

Shuyan Zhou (Preferred)

Emails

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

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

****@gmail.com (Confirmed)

****@duke.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Assistant Professor

Duke University (duke.edu)

2025 – Present

Researcher

Facebook (meta.com)

2024 – 2025

PhD student

Carnegie Mellon University (cs.cmu.edu)

2018 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Graham Neubig

2018 – 2024

Expertise

Large Language Models

2022 – Present

AI Agents

2020 – Present

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
The Geometry of Reasoning: Flowing Logics in Representation Space
Yufa Zhou, Yixiao Wang, Xunjian Yin, Shuyan Zhou, Anru Zhang
- ICLR 2026 Poster
- Readers: Everyone
Agent Learning via Early Experience
Kai Zhang, Xiangchao Chen, Bo Liu, Tianci Xue, Zeyi Liao, Zhihan Liu, Xiyao Wang, Yuting Ning, Zhaorun Chen, Xiaohan Fu, Jian Xie, Yuxuan Sun, Boyu Gou, Qi Qi, Zihang Meng, Jianwei Yang, Ning Zhang, Xian Li, Ashish Shah, Dat Huynh et al. (10 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
FronTalk: Benchmarking Front-End Development as Conversational Code Generation with Multi-Modal Feedback
Xueqing Wu, Zihan Xue, Da Yin, Shuyan Zhou, Kai-Wei Chang, Nanyun Peng, Yeming Wen
- Submitted to ICLR 2026
- Readers: Everyone
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
Junlong Li, Wenshuo Zhao, Jian Zhao, Weihao Zeng, Haoze Wu, Xiaochen Wang, Rui Ge, Yuxuan Cao, Yuzhen Huang, Wei Liu, Junteng Liu, Zhaochen Su, Yiyang Guo, Fan Zhou, Lueyang Zhang, Juan Michelini, Xingyao Wang, Xiang Yue, Shuyan Zhou, Graham Neubig et al. (1 additional authors not shown)
- ICLR 2026 Poster
- 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
Beyond Browsing: API-Based Web Agents
Yueqi Song, Frank F. Xu, Shuyan Zhou, Graham Neubig
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
WebCanvas: Benchmarking Web Agents in Online Environments
Yichen Pan, Dehan Kong, Sida Zhou, Cheng Cui, Yifei Leng, Bing Jiang, Hangyu Liu, Yanyi Shang, Shuyan Zhou, Tongshuang Wu, Zhengyang Wu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Aligned LLMs Are Not Aligned Browser Agents
Priyanshu Kumar, Elaine Lau, Saranya Vijayakumar, Tu Trinh, Elaine T Chang, Vaughn Robinson, Shuyan Zhou, Matt Fredrikson, Sean M. Hendryx, Summer Yue, Zifan Wang
- ICLR 2025 Poster
- Readers: Everyone
WebCanvas: Benchmarking Web Agents in Online Environments
Yichen Pan, Dehan Kong, Sida Zhou, Cheng Cui, Yifei Leng, Bing Jiang, Hangyu Liu, Yanyi Shang, Shuyan Zhou, Tongshuang Wu, Zhengyang Wu
- Agentic Markets @ ICML'24 Poster
- Readers: Everyone

View all 24 publications

Co-Authors

View all 152 co-authors