Here are my selected publications focusing on Machine Learning, Representation Learning, and Gen AI. For a comprehensive view of all my scholarly activities, please visit my Google Scholar profile.
Contrastive Learning & Multimodal
DrugCLIP: Contrasive Protein-Molecule Representation Learning for Virtual Screening
Bowen Gao, Bo Qiang, Haichuan Tan, Yinjun Jia, Minsi Ren, Minsi Lu, Jingjing Liu, Wei-Ying Ma, Yanyan Lan
NeurIPS, 2023.
Generative AI
Enhancing Hi-C contact matrices for loop detection with Capricorn, a multi-view diffusion model
Tangqi Fang, Yifeng Liu, Addie Woicik, Minsi Lu, Anupama Jha, Xiao Wang, Gang Li, Borislav Hristov, Zixuan Liu, Hanwen Xu, William S Noble, Sheng Wang
Bioinformatics, 2024.