Can Past Experience Accelerate LLM Reasoning?

Bo Pan, Liang Zhao

[Paper] [Code]

Bi-Level Prompt Optimization for Multimodal LLM-as-a-Judge

Bo Pan, Xuan Kan, Kaitai Zhang, Zihao He, et al.

[Paper]

Retrieval-Augmented Foundation Models for Matched Molecular Pair Transformations to Recapitulate Medicinal Chemistry Intuition

Bo Pan, Yang Qiao, Peter Zhiping Zhang, Hao-Wei Pang, Alex Zhu, Xiang Yu, Liying Zhang, Liang Zhao

[Paper]

An Instructible Chemist-AI Alignment Framework for Generating Quaternary Ammonium Compound Structures

Bo Pan, William Wuest, Kevin Minbiole, Liang Zhao, Amarda Shehu, et al.

GraphNarrator: Generating Textual Explanations for Graph Neural Networks

Bo Pan*, Zhen Xiong*, Guanchen Wu*, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao

[Paper] [Code]

GRAG: Graph Retrieval-Augmented Generation

Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao

[Paper]

Distilling Large Language Models for Text-Attributed Graph Learning

Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao

[Paper]