Boyuan Zheng

According to our database, Boyuan Zheng authored at least 18 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

WebGuard: Building a Generalizable Guardrail for Web Agents.

Boyuan Zheng, Zeyi Liao, Scott Salisbury, Zeyuan Liu, Michael Lin, Qinyuan Zheng, Zifan Wang, Xiang Deng, Dawn Song, Huan Sun, Yu Su

CoRR, July, 2025

SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills.

Boyuan Zheng, Michael Y. Fatemi, Xiaolong Jin, Zora Zhiruo Wang, Apurva Gandhi, Yueqi Song, Yu Gu, Jayanth Srinivasa, Gaowen Liu, Graham Neubig, Yu Su

CoRR, April, 2025

Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.

Yu Gu, Kai Zhang, Yuting Ning, Boyuan Zheng, Boyu Gou, Tianci Xue, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su

Trans. Mach. Learn. Res., 2025

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge.

Boyu Gou, Zanming Huang, Yuting Ning, Yu Gu, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jimenez Gutierrez, Yiheng Shu, Chan Hee Song, Jiaman Wu, Shijie Chen, Hanane Nour Moussa, Tianshu Zhang, Jian Xie, Yifei Li, Tianci Xue, Zeyi Liao, Kai Zhang, Boyuan Zheng, Zhaowei Cai, Viktor Rozgic, Morteza Ziyadi, Huan Sun, Yu Su

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.

Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.

Yu Gu, Boyuan Zheng, Boyu Gou, Kai Zhang, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su

CoRR, 2024

A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents.

Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun

CoRR, 2024

GPT-4V(ision) is a Generalist Web Agent, if Grounded.

Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su

Proceedings of the Forty-first International Conference on Machine Learning, 2024

WebOlympus: An Open Platform for Web Agents on Live Websites.

Boyuan Zheng, Boyu Gou, Scott Salisbury, Zheng Du, Huan Sun, Yu Su

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

Xiang Yue, Yuansheng Ni, Tianyu Zheng, Kai Zhang, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Dual-View Visual Contextualization for Web Navigation.

Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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, Philipp Koehn, Daniel Khashabi

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Multilingual Coreference Resolution in Multiparty Dialogue.

Boyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, Benjamin Van Durme

Trans. Assoc. Comput. Linguistics, 2023

Mind2Web: Towards a Generalist Agent for the Web.

Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su

CoRR, 2023

Mind2Web: Towards a Generalist Agent for the Web.

Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samual Stevens, Boshi Wang, Huan Sun, Yu Su

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation.

Yukun Feng, Feng Li, Ziang Song, Boyuan Zheng, Philipp Koehn

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

An Empirical Study on Finding Spans.

Weiwei Gu, Boyuan Zheng, Yunmo Chen, Tongfei Chen, Benjamin Van Durme

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning.

Boyuan Zheng, Xiaoyu Yang, Yu-Ping Ruan, Zhen-Hua Ling, Quan Liu, Si Wei, Xiaodan Zhu

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021