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ORCIDBoyuan Zheng 0001
Person information
- affiliation: Ohio State University, Department of Computer Science and Engineering, Columbus, OH, USA
- affiliation (2021 - 2023): Johns Hopkins University, Baltimore, MD, USA
- affiliation (2017 - 2021): Northeastern University, Shenyang, China
Other persons with the same name
- Boyuan Zheng — disambiguation page
- Boyuan Zheng 0002
![[0009-0002-3884-8237]](https://dblp.org/img/orcid-mark.12x12.png "0009-0002-3884-8237")
— University of Michigan, Ann Arbor, MI, USA
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2020 – today
- 2025
[j2]Yu Gu, Kai Zhang, Yuting Ning, Boyuan Zheng, Boyu Gou, Tianci Xue, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su:
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents. Trans. Mach. Learn. Res. 2025 (2025)- [c10]Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su:
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents. ICLR 2025 - [i15]Boyuan Zheng, Michael Y. Fatemi, Xiaolong Jin, Zora Zhiruo Wang, Apurva Gandhi, Yueqi Song, Yu Gu, Jayanth Srinivasa, Gaowen Liu, Graham Neubig, Yu Su:
SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills. CoRR abs/2504.07079 (2025) - [i14]Boyu Gou, Zanming Huang, Yuting Ning, Yu Gu, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jiménez Gutiérrez, 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:
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge. CoRR abs/2506.21506 (2025) - [i13]Boyuan Zheng, Zeyi Liao, Scott Salisbury, Zeyuan Liu, Michael Lin, Qinyuan Zheng, Zifan Wang, Xiang Deng, Dawn Song, Huan Sun, Yu Su:
WebGuard: Building a Generalizable Guardrail for Web Agents. CoRR abs/2507.14293 (2025) - 2024
- [c9]Lingfeng Shen, Weiting Tan, Sihao Chen, Yunmo Chen, Jingyu Zhang, Haoran Xu, Boyuan Zheng, Philipp Koehn, Daniel Khashabi:
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts. ACL (Findings) 2024: 2668-2680 - [c8]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:
MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. CVPR 2024: 9556-9567 - [c7]Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao:
Dual-View Visual Contextualization for Web Navigation. CVPR 2024: 14445-14454 - [c6]Boyuan Zheng, Boyu Gou, Scott Salisbury, Zheng Du, Huan Sun, Yu Su:
WebOlympus: An Open Platform for Web Agents on Live Websites. EMNLP (System Demonstrations) 2024: 187-197 - [c5]Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su:
GPT-4V(ision) is a Generalist Web Agent, if Grounded. ICML 2024: 61349-61385 - [i12]Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su:
GPT-4V(ision) is a Generalist Web Agent, if Grounded. CoRR abs/2401.01614 (2024) - [i11]Lingfeng Shen, Weiting Tan, Sihao Chen, Yunmo Chen, Jingyu Zhang, Haoran Xu, Boyuan Zheng, Philipp Koehn, Daniel Khashabi:
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts. CoRR abs/2401.13136 (2024) - [i10]Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao:
Dual-View Visual Contextualization for Web Navigation. CoRR abs/2402.04476 (2024) - [i9]Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun:
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents. CoRR abs/2402.10196 (2024) - [i8]Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su:
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents. CoRR abs/2410.05243 (2024) - [i7]Yu Gu, Boyuan Zheng, Boyu Gou, Kai Zhang, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su:
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents. CoRR abs/2411.06559 (2024) - 2023
- [j1]Boyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, Benjamin Van Durme:
Multilingual Coreference Resolution in Multiparty Dialogue. Trans. Assoc. Comput. Linguistics 11: 922-940 (2023) - [c4]Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samual Stevens, Boshi Wang, Huan Sun, Yu Su:
Mind2Web: Towards a Generalist Agent for the Web. NeurIPS 2023 - [i6]Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su:
Mind2Web: Towards a Generalist Agent for the Web. CoRR abs/2306.06070 (2023) - [i5]Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, 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:
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. CoRR abs/2311.16502 (2023) - 2022
- [c3]Weiwei Gu, Boyuan Zheng, Yunmo Chen, Tongfei Chen, Benjamin Van Durme:
An Empirical Study on Finding Spans. EMNLP 2022: 3976-3983 - [c2]Yukun Feng, Feng Li, Ziang Song, Boyuan Zheng, Philipp Koehn:
Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation. NAACL-HLT (Findings) 2022: 1409-1420 - [i4]Yukun Feng, Feng Li, Ziang Song, Boyuan Zheng, Philipp Koehn:
Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation. CoRR abs/2205.01546 (2022) - [i3]Boyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, Benjamin Van Durme:
Multilingual Coreference Resolution in Multiparty Dialogue. CoRR abs/2208.01307 (2022) - [i2]Weiwei Gu, Boyuan Zheng, Yunmo Chen, Tongfei Chen, Benjamin Van Durme:
An Empirical Study on Finding Spans. CoRR abs/2210.06824 (2022) - 2021
- [c1]Boyuan Zheng, Xiaoyu Yang, Yu-Ping Ruan, Zhen-Hua Ling, Quan Liu, Si Wei, Xiaodan Zhu:
SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning. SemEval@ACL/IJCNLP 2021: 37-50 - [i1]Boyuan Zheng, Xiaoyu Yang, Yu-Ping Ruan, Zhen-Hua Ling, Quan Liu, Si Wei, Xiaodan Zhu:
SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning. CoRR abs/2105.14879 (2021)
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