I am a third-year PhD student at the Department of Computer Science at Emory University, where I am fortunate to be advised by Dr. Liang Zhao.
My research interest mainly lies in Graph Machine Learning, LLM Reasoning, and AI4Science.
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Emory UniversityPh.D. in Computer Science2022 - Present -
Tsinghua UniversityB.S. in Software Engineering2018 - 2022
Industry Experience
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MetaMenlo Park, CAPhD SWE Intern, Machine LearningSummer 2025 -
MerckCambridge, MAAI for Science Research InternSummer 2024 -
DiDiBeijingMachine Learning Engineer InternJun 2021 - Dec 2021
News
Selected Publications (view all )
Retrieval-Augmented Foundation Models for MMP Transformations to Recapitulate Medicinal Chemistry Intuition
Bo Pan, Peter Zhiping Zhang, Hao-Wei Pang, Alex Zhu, Xiang Yu, Liying Zhang, Liang Zhao
Retrieval-Augmented Foundation Models for MMP Transformations to Recapitulate Medicinal Chemistry Intuition
Bo Pan, Peter Zhiping Zhang, Hao-Wei Pang, Alex Zhu, Xiang Yu, Liying Zhang, Liang Zhao
Bi-Level Prompt Optimization for Multimodal LLM-as-a-Judge
Bo Pan, Xuan Kan, Kaitai Zhang, Zihao He, et al.
Bi-Level Prompt Optimization for Multimodal LLM-as-a-Judge
Bo Pan, Xuan Kan, Kaitai Zhang, Zihao He, et al.
An Instructible Chemist-AI Alignment Framework for Generating Quaternary Ammonium Compound Structures
Bo Pan, William Wuest, Kevin Minbiole, Liang Zhao, Amarda Shehu, et al.
An Instructible Chemist-AI Alignment Framework for Generating Quaternary Ammonium Compound Structures
Bo Pan, William Wuest, Kevin Minbiole, Liang Zhao, Amarda Shehu, et al.
GRAG: Graph Retrieval-Augmented Generation
Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao
GRAG: Graph Retrieval-Augmented Generation
Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao
Distilling Large Language Models for Text-Attributed Graph Learning
Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao
Distilling Large Language Models for Text-Attributed Graph Learning
Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao