SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning. - Boyuan Zheng 001; Xiaoyu Yang 002; Yu-Ping Ruan; Zhen-Hua Ling; Quan Liu 003; Si Wei; Xiaodan Zhu 001 (SemEval@ACL/IJCNLP, 2021)

An Empirical Study on Finding Spans. - Weiwei Gu; Boyuan Zheng 001; Yunmo Chen; Tongfei Chen; Benjamin Van Durme (EMNLP, 2022)

Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation. - Yukun Feng; Feng Li; Ziang Song; Boyuan Zheng 001; Philipp Koehn (NAACL-HLT (Findings), 2022)

Mind2Web: Towards a Generalist Agent for the Web. - Xiang Deng 001; Yu Gu 016; Boyuan Zheng 001; Shijie Chen; Samual Stevens; Boshi Wang; Huan Sun 001; Yu Su 001 (NeurIPS, 2023)

Mind2Web: Towards a Generalist Agent for the Web. - Xiang Deng 001; Yu Gu 016; Boyuan Zheng 001; Shijie Chen; Samuel Stevens 001; Boshi Wang; Huan Sun 001; Yu Su 001 (CoRR, 2023)

Multilingual Coreference Resolution in Multiparty Dialogue. - Boyuan Zheng 001; Patrick Xia 002; Mahsa Yarmohammadi; Benjamin Van Durme (Trans. Assoc. Comput. Linguistics, 2023)

The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts. - Lingfeng Shen; Weiting Tan; Sihao Chen; Yunmo Chen; Jingyu Zhang; Haoran Xu; Boyuan Zheng 001; Philipp Koehn; Daniel Khashabi (ACL (Findings), 2024)

Dual-View Visual Contextualization for Web Navigation. - Jihyung Kil; Chan Hee Song; Boyuan Zheng 001; Xiang Deng 001; Yu Su 001; Wei-Lun Chao (CVPR, 2024)

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. - Xiang Yue; Yuansheng Ni; Tianyu Zheng; Kai Zhang 033; Ruoqi Liu; Ge Zhang 009; Samuel Stevens 001; Dongfu Jiang; Weiming Ren; Yuxuan Sun 002; Cong Wei 001; Botao Yu; et al. (CVPR, 2024)

WebOlympus: An Open Platform for Web Agents on Live Websites. - Boyuan Zheng 001; Boyu Gou; Scott Salisbury; Zheng Du; Huan Sun 001; Yu Su 001 (EMNLP (System Demonstrations), 2024)

GPT-4V(ision) is a Generalist Web Agent, if Grounded. - Boyuan Zheng 001; Boyu Gou; Jihyung Kil; Huan Sun 001; Yu Su 001 (ICML, 2024)

A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents. - Lingbo Mo; Zeyi Liao; Boyuan Zheng 001; Yu Su 001; Chaowei Xiao; Huan Sun 001 (CoRR, 2024)

Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents. - Yu Gu 016; Boyuan Zheng 001; Boyu Gou; Kai Zhang 033; Cheng Chang 001; Sanjari Srivastava; Yanan Xie; Peng Qi; Huan Sun 001; Yu Su 001 (CoRR, 2024)

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents. - Boyu Gou; Ruohan Wang; Boyuan Zheng 001; Yanan Xie; Cheng Chang 001; Yiheng Shu; Huan Sun 001; Yu Su 001 (ICLR, 2025)

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge. - Boyu Gou; Zanming Huang; Yuting Ning; Yu Gu 016; Michael Lin; Weijian Qi; Andrei Kopanev; Botao Yu; Bernal Jimenez Gutierrez; Yiheng Shu; Chan Hee Song; Jiaman Wu; et al. (NeurIPS, 2025)

Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents. - Yu Gu 016; Kai Zhang 033; Yuting Ning; Boyuan Zheng 001; Boyu Gou; Tianci Xue; Cheng Chang 001; Sanjari Srivastava; Yanan Xie; Peng Qi; Huan Sun 001; Yu Su 001 (Trans. Mach. Learn. Res., 2025)

SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills. - Boyuan Zheng 001; Michael Y. Fatemi; Xiaolong Jin; Zora Zhiruo Wang; Apurva Gandhi; Yueqi Song; Yu Gu 016; Jayanth Srinivasa; Gaowen Liu; Graham Neubig; Yu Su 001 (CoRR, 2025)

WebGuard: Building a Generalizable Guardrail for Web Agents. - Boyuan Zheng 001; Zeyi Liao; Scott Salisbury; Zeyuan Liu; Michael Lin; Qinyuan Zheng; Zifan Wang 001; Xiang Deng 001; Dawn Song; Huan Sun 001; Yu Su 001 (CoRR, 2025)