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2020 – today
- 2025
[j1]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)- [c4]Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Hassan Awadallah:
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents. ACL (Findings) 2025: 6300-6323 - [c3]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 - [c2]Botao Yu, Frazier N. Baker, Ziru Chen, Garrett Herb, Boyu Gou, Daniel Adu-Ampratwum, Xia Ning, Huan Sun:
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving. NAACL (Findings) 2025: 7620-7640 - [i9]Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou
, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah:
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents. CoRR abs/2502.11357 (2025) - [i8]Tianci Xue, Weijian Qi, Tianneng Shi, Chan Hee Song, Boyu Gou, Dawn Song, Huan Sun, Yu Su:
An Illusion of Progress? Assessing the Current State of Web Agents. CoRR abs/2504.01382 (2025) - [i7]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) - [i6]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:
Agent Learning via Early Experience. CoRR abs/2510.08558 (2025) - [i5]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:
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents. CoRR abs/2510.24702 (2025) - 2024
- [c1]Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su:
GPT-4V(ision) is a Generalist Web Agent, if Grounded. ICML 2024 - [i4]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) - [i3]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) - [i2]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) - [i1]Botao Yu, Frazier N. Baker, Ziru Chen, Garrett Herb, Boyu Gou, Daniel Adu-Ampratwum, Xia Ning, Huan Sun:
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving. CoRR abs/2411.07228 (2024)
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