Shuyan Zhou

68 papers A* 10B 1Journal 46Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Are Open-Weight LLMs Ready for Social Media Moderation? A Comparative Study on Bluesky.
CoRR
Hsuan-Yu Chou, Wajiha Naveed, Shuyan Zhou, Xiaowei Yang
2026 J jnl
Classroom Final Exam: An Instructor-Tested Reasoning Benchmark.
CoRR
Chongyang Gao, Diji Yang, Shuyan Zhou, Xichen Yan, Luchuan Song, Shuo Li, Kezhen Chen
2026 J jnl
Coding Agents are Effective Long-Context Processors.
CoRR
Weili Cao, Xunjian Yin, Bhuwan Dhingra, Shuyan Zhou
2026 J jnl
FronTalk: Benchmarking Front-End Development as Conversational Code Generation with Multi-Modal Feedback.
CoRR
Xueqing Wu, Zihan Xue, Da Yin, Shuyan Zhou, Kai-Wei Chang, Nanyun Peng, Yeming Wen
2026 J jnl
Learning Personalized Agents from Human Feedback.
CoRR
Kaiqu Liang, Julia Kruk, Shengyi Qian, Xianjun Yang, Shengjie Bi, Yuanshun Yao, Shaoliang Nie, Mingyang Zhang, Lijuan Liu, Jaime Fernández Fisac, Shuyan Zhou, Saghar Hosseini
2026 J jnl
Modeling Distinct Human Interaction in Web Agents.
CoRR
Faria Huq, Zora Zhiruo Wang, Zhanqiu Guo, Venu Arvind Arangarajan, Tianyue Ou, Frank F. Xu, Shuyan Zhou, Graham Neubig, Jeffrey P. Bigham
2025 J jnl
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents.
CoRR
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 Xu, Shuyan Zhou, Xingyao Wang, Xiang Yue, Tao Yu, Huan Sun, Yu Su, Graham Neubig
2025 J jnl
Agent Learning via Early Experience.
CoRR
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, Hengduo Li, Zi Yang, Sara Cao, Lawrence Jang, Shuyan Zhou, Jiacheng Zhu, Huan Sun, Jason Weston, Yu Su, Yifan Wu
2025 A* conf
Aligned LLMs Are Not Aligned Browser Agents.
ICLR
Priyanshu Kumar, Elaine Lau, Saranya Vijayakumar, Tu Trinh, Elaine T. Chang, Vaughn Robinson, Shuyan Zhou, Matt Fredrikson, Sean M. Hendryx, Summer Yue, Zifan Wang
2025 — conf
Beyond Browsing: API-Based Web Agents.
ACL (Findings)
Yueqi Song, Frank F. Xu, Shuyan Zhou, Graham Neubig
2025 — conf
CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation.
NAACL (System Demonstrations)
Faria Huq, Zora Zhiruo Wang, Frank F. Xu, Tianyue Ou, Shuyan Zhou, Jeffrey P. Bigham, Graham Neubig
2025 J jnl
CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation.
CoRR
Faria Huq, Zora Zhiruo Wang, Frank F. Xu, Tianyue Ou, Shuyan Zhou, Jeffrey P. Bigham, Graham Neubig
2025 J jnl
EnvInjection: Environmental Prompt Injection Attack to Multi-modal Web Agents.
CoRR
Xilong Wang, John Bloch, Zedian Shao, Yuepeng Hu, Shuyan Zhou, Neil Zhenqiang Gong
2025 J jnl
Generalizability of Large Language Model-Based Agents: A Comprehensive Survey.
CoRR
Minxing Zhang, Yi Yang, Roy Xie, Bhuwan Dhingra, Shuyan Zhou, Jian Pei
2025 J jnl
Neuroadaptive Control for Nonlinear Systems With Piecewise and Discontinuous Output Constraints.
IEEE Trans. Syst. Man Cybern. Syst.
Shuyan Zhou, Junjie Liu, Kai Zhao, Xuesong Wang, Yuhu Cheng
2025 J jnl
The Geometry of Reasoning: Flowing Logics in Representation Space.
CoRR
Yufa Zhou, Yixiao Wang, Xunjian Yin, Shuyan Zhou, Anru R. Zhang
2025 J jnl
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution.
CoRR
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, Junxian He
2025 A* conf
WebInject: Prompt Injection Attack to Web Agents.
EMNLP
Xilong Wang, John Bloch, Zedian Shao, Yuepeng Hu, Shuyan Zhou, Neil Zhenqiang Gong
2024 J jnl
Beyond Browsing: API-Based Web Agents.
CoRR
Yueqi Song, Frank F. Xu, Shuyan Zhou, Graham Neubig
2024 A* conf
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.
NeurIPS
Tianbao Xie, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng, Dongchan Shin, Fangyu Lei, Yitao Liu, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, Tao Yu
2024 J jnl
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.
CoRR
Tianbao Xie, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng, Dongchan Shin, Fangyu Lei, Yitao Liu, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, Tao Yu
2024 J jnl
Refusal-Trained LLMs Are Easily Jailbroken As Browser Agents.
CoRR
Priyanshu Kumar, Elaine Lau, Saranya Vijayakumar, Tu Trinh, Scale Red Team, Elaine T. Chang, Vaughn Robinson, Sean Hendryx, Shuyan Zhou, Matt Fredrikson, Summer Yue, Zifan Wang
2024 — —
Solving Real-World Tasks with AI Agents
Shuyan Zhou
2024 A* conf
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale.
NeurIPS
Tianyue Ou, Frank F. Xu, Aman Madaan, Jiarui Liu, Robert Lo, Abishek Sridhar, Sudipta Sengupta, Dan Roth, Graham Neubig, Shuyan Zhou
2024 J jnl
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale.
CoRR
Tianyue Ou, Frank F. Xu, Aman Madaan, Jiarui Liu, Robert Lo, Abishek Sridhar, Sudipta Sengupta, Dan Roth, Graham Neubig, Shuyan Zhou
2024 J jnl
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks.
CoRR
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 Maben, Raj Mehta, Wayne Chi, Lawrence Keunho Jang, Yiqing Xie, Shuyan Zhou, Graham Neubig
2024 — conf
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.
ACL (1)
Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Russ Salakhutdinov, Daniel Fried
2024 J jnl
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.
CoRR
Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Ruslan Salakhutdinov, Daniel Fried
2024 A* conf
WebArena: A Realistic Web Environment for Building Autonomous Agents.
ICLR
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
2024 J jnl
WebCanvas: Benchmarking Web Agents in Online Environments.
CoRR
Yichen Pan, Dehan Kong, Sida Zhou, Cheng Cui, Yifei Leng, Bing Jiang, Hangyu Liu, Yanyi Shang, Shuyan Zhou, Tongshuang Wu, Zhengyang Wu
2023 J jnl
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation.
CoRR
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
2023 J jnl
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation.
Trans. Assoc. Comput. Linguistics
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
2023 — conf
Causal Reasoning of Entities and Events in Procedural Texts.
EACL (Findings)
Li Zhang, Hainiu Xu, Yue Yang, Shuyan Zhou, Weiqiu You, Manni Arora, Chris Callison-Burch
2023 J jnl
Causal Reasoning of Entities and Events in Procedural Texts.
CoRR
Li Zhang, Hainiu Xu, Yue Yang, Shuyan Zhou, Weiqiu You, Manni Arora, Chris Callison-Burch
2023 A* conf
CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code.
EMNLP
Shuyan Zhou, Uri Alon, Sumit Agarwal, Graham Neubig
2023 J jnl
CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code.
CoRR
Shuyan Zhou, Uri Alon, Sumit Agarwal, Graham Neubig
2023 A* conf
DocPrompting: Generating Code by Retrieving the Docs.
ICLR
Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao Jiang, Graham Neubig
2023 J jnl
Event-Triggered Practical Prescribed Time Output Feedback Neuroadaptive Tracking Control Under Saturated Actuation.
IEEE Trans. Neural Networks Learn. Syst.
Shuyan Zhou, Yongduan Song, Changyun Wen
2023 — conf
Execution-Based Evaluation for Open-Domain Code Generation.
EMNLP (Findings)
Zhiruo Wang, Shuyan Zhou, Daniel Fried, Graham Neubig
2023 — conf
Hierarchical Prompting Assists Large Language Model on Web Navigation.
EMNLP (Findings)
Robert Lo, Abishek Sridhar, Frank F. Xu, Hao Zhu, Shuyan Zhou
2023 J jnl
Hierarchical Prompting Assists Large Language Model on Web Navigation.
CoRR
Abishek Sridhar, Robert Lo, Frank F. Xu, Hao Zhu, Shuyan Zhou
2023 — conf
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages.
EACL (Findings)
Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig
2023 A* conf
PAL: Program-aided Language Models.
ICML
Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig
2023 J jnl
Prescribed Performance Tracking Control Under Uncertain Initial Conditions: A Neuroadaptive Output Feedback Approach.
IEEE Trans. Cybern.
Shuyan Zhou, Xuesong Wang, Yongduan Song
2023 J jnl
WebArena: A Realistic Web Environment for Building Autonomous Agents.
CoRR
Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig
2022 J jnl
DocCoder: Generating Code by Retrieving and Reading Docs.
CoRR
Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao Jiang, Graham Neubig
2022 J jnl
Execution-Based Evaluation for Open-Domain Code Generation.
CoRR
Zhiruo Wang, Shuyan Zhou, Daniel Fried, Graham Neubig
2022 A* conf
Language Models of Code are Few-Shot Commonsense Learners.
EMNLP
Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig
2022 J jnl
Language Models of Code are Few-Shot Commonsense Learners.
CoRR
Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig
2022 J jnl
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages.
CoRR
Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig
2022 J jnl
PAL: Program-aided Language Models.
CoRR
Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig
2022 — conf
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data.
ACL (1)
Shuyan Zhou, Li Zhang, Yue Yang, Qing Lyu, Pengcheng Yin, Chris Callison-Burch, Graham Neubig
2022 J jnl
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data.
CoRR
Shuyan Zhou, Li Zhang, Yue Yang, Qing Lyu, Pengcheng Yin, Chris Callison-Burch, Graham Neubig
2021 J jnl
Hierarchical Control of Situated Agents through Natural Language.
CoRR
Shuyan Zhou, Pengcheng Yin, Graham Neubig
2021 J jnl
Neuroadaptive fault-tolerant control of state constrained pure-feedback systems: A collective backstepping design.
Neurocomputing
Shuyan Zhou, Yongduan Song
2021 J jnl
Prescribed Performance Neuroadaptive Fault-Tolerant Compensation for MIMO Nonlinear Systems Under Extreme Actuator Failures.
IEEE Trans. Syst. Man Cybern. Syst.
Shuyan Zhou, Yongduan Song
2020 J jnl
Fault-tolerant tracking control with guaranteed performance for nonlinearly parameterized systems under uncertain initial conditions.
J. Frankl. Inst.
Shuyan Zhou, Yongduan Song, Xiaosuo Luo
2020 J jnl
Improving Candidate Generation for Low-resource Cross-lingual Entity Linking.
CoRR
Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime G. Carbonell, Graham Neubig
2020 J jnl
Improving Candidate Generation for Low-resource Cross-lingual Entity Linking.
Trans. Assoc. Comput. Linguistics
Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime G. Carbonell, Graham Neubig
2020 J jnl
Neuroadaptive Control Design for Pure-Feedback Nonlinear Systems: A One-Step Design Approach.
IEEE Trans. Neural Networks Learn. Syst.
Shuyan Zhou, Yongduan Song
2020 A* conf
Soft Gazetteers for Low-Resource Named Entity Recognition.
ACL
Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime G. Carbonell
2020 J jnl
Soft Gazetteers for Low-Resource Named Entity Recognition.
CoRR
Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime G. Carbonell
2019 — conf
Improving Robustness of Neural Machine Translation with Multi-task Learning.
WMT (2)
Shuyan Zhou, Xiangkai Zeng, Yingqi Zhou, Antonios Anastasopoulos, Graham Neubig
2019 — conf
Towards Zero-resource Cross-lingual Entity Linking.
DeepLo@EMNLP-IJCNLP
Shuyan Zhou, Shruti Rijhwani, Graham Neubig
2019 J jnl
Towards Zero-resource Cross-lingual Entity Linking.
CoRR
Shuyan Zhou, Shruti Rijhwani, Graham Neubig
2018 B conf
Aggregated Semantic Matching for Short Text Entity Linking.
CoNLL
Feng Nie, Shuyan Zhou, Jing Liu, Jinpeng Wang, Chin-Yew Lin, Rong Pan
2018 J jnl
Neuroadaptive Control With Given Performance Specifications for MIMO Strict-Feedback Systems Under Nonsmooth Actuation and Output Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Yongduan Song, Shuyan Zhou
2018 J jnl
Tracking control of uncertain nonlinear systems with deferred asymmetric time-varying full state constraints.
Autom.
Yong-Duan Song, Shuyan Zhou