About
I obtained my doctorate degree on AI agents from OSU. At this point, I am mainly focused on AI agents powered with natural language. In the long run, I wish to keep deepening my understanding of intelligence, which is the main drive for me to work on AI research. (will likely expand a bit on this when I find time)
Selected Publications
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, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents
Xiao Liu*, Tianjie Zhang*, Yu Gu*, Iat Long Iong, Yifan Xu, Xixuan Song, Shudan Zhang, Hanyu Lai, Xinyi Liu, Hanlin Zhao, Jiadai Sun, Xinyue Yang, Yu Yang, Zehan Qi, Shuntian Yao, Xueqiao Sun, Siyi Cheng, Qinkai Zheng, Hao Yu, Hanchen Zhang, Wenyi Hong, Ming Ding, Lihang Pan, Xiaotao Gu, Aohan Zeng, Zhengxiao Du, Chan Hee Song, Yu Su, Yuxiao Dong, Jie Tang
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments
Yu Gu, Xiang Deng, Yu Su
Outstanding Paper Award
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering
Yu Gu, Yu Su
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases
Yu Gu, Sue Kase, Michelle Vanni, Brian Sadler, Percy Liang, Xifeng Yan, Yu Su
Currently Reading
by Thomas L. Griffiths, Nick Chater, Joshua Tenenbaum