Automatic Prompt Engineering for Scalable Prompt Inversion in Text-to-Image Ad Generation

Zixin Ding, Qi Zeng, Boying Gong, Wenlong Deng, Bo Pan, Yuxin Chen

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

[Paper]

Topology-Aware Generation and Activity-Based Filtering: A Computational-Experimental Framework for Data-Scarce Quaternary Ammonium Compound Discovery

Shiva Ghaemi, Amanda Consylman, Bo Pan, Alice Wu, Ashley Petersen, Gabe Chang, Diana McDonough, Mark Forman, Elise L Bezold, William M Wuest, Amarda Shehu, Liang Zhao, Kevin PC Minbiole

Taga: Text-attributed graph self-supervised learning by synergizing graph and text mutual transformations

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

[Paper]

Can Past Experience Accelerate LLM Reasoning?

Bo Pan, Liang Zhao

[Paper] [Code]

Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations

Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, 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.

Transformer-Based Approach for Automated Functional Group Replacement in Chemical Compounds

Bo Pan, Zhiping Zhang, Kevin Spiekermann, Tianchi Chen, Xiang Yu, Liying Zhang, Liang Zhao

[Paper]

Visual Attention-Prompted Prediction and Learning

Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Xiaofeng Yang, Liang Zhao

[Paper]

Distilling Large Language Models for Text-Attributed Graph Learning

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

[Paper]