Developing novel ligands with enhanced binding affinity for the sphingosine 1-phosphate receptor 1 using machine learning. - Colin Zhang; Yang Ha (CoRR, 2023)

Predicting Drug Solubility Using Different Machine Learning Methods - Linear Regression Model with Extracted Chemical Features vs Graph Convolutional Neural Network. - John Ho; Zhao-Heng Yin; Colin Zhang; Henry Overhauser; Kyle Swanson; Yang Ha (CoRR, 2023)

Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models. - Junfeng Tian; Da Zheng; Yang Cheng; Rui Wang; Colin Zhang; Debing Zhang (CoRR, 2024)

Diff-Instruct*: Towards Human-Preferred One-step Text-to-image Generative Models. - Weijian Luo; Colin Zhang; Debing Zhang; Zhengyang Geng (CoRR, 2024)

Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models. - Junfeng Tian; Da Zheng; Yang Chen; Rui Wang; Colin Zhang; Debing Zhang (ACL (1), 2025)

Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction. - Yifei Wang; Weimin Bai; Colin Zhang; Debing Zhang; Weijian Luo; He Sun 010 (CoRR, 2025)