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 )
Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations
Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao
Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations
Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao
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
Visual Attention-Prompted Prediction and Learning
Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Xiaofeng Yang, Liang Zhao
Visual Attention-Prompted Prediction and Learning
Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Xiaofeng Yang, 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
ELAD: Explanation-Guided Large Language Models Active Distillation
Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao
ELAD: Explanation-Guided Large Language Models Active Distillation
Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao
MAGI: Multi-Annotated Explanation-Guided Learning
Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Liang Zhao
MAGI: Multi-Annotated Explanation-Guided Learning
Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Liang Zhao
Controllable data generation by deep learning: A review
Shiyu Wang, Yuanqi Du, Xiaojie Guo, Bo Pan, Zhaohui Qin, Liang Zhao
Controllable data generation by deep learning: A review
Shiyu Wang, Yuanqi Du, Xiaojie Guo, Bo Pan, Zhaohui Qin, Liang Zhao
Multi-objective Deep Data Generation with Correlated Property Control
Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, et al.
Multi-objective Deep Data Generation with Correlated Property Control
Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, et al.
Property-controllable generation of quaternary ammonium compounds
Bo Pan, Yinkai Wang, Xuanyang Lin, et al.
Property-controllable generation of quaternary ammonium compounds
Bo Pan, Yinkai Wang, Xuanyang Lin, et al.