Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification From CT Images. - Shaoping Hu; Yuan Gao 017; Zhangming Niu; Yinghui Jiang; Lao Li; Xianglu Xiao; Minhao Wang; Evandro Fei Fang; Wade Menpes-Smith; Jun Xia 002; Hui Ye; Guang Yang 006 (IEEE Access, 2020)

PharmKG: a dedicated knowledge graph benchmark for bomedical data mining. - Shuangjia Zheng; Jiahua Rao; Ying Song; Jixian Zhang; Xianglu Xiao; Evandro Fei Fang; Yuedong Yang; Zhangming Niu (Briefings Bioinform., 2021)

An extensive benchmark study on biomedical text generation and mining with ChatGPT. - Qijie Chen; Haotong Sun; Haoyang Liu; Yinghui Jiang; Ting Ran; Xurui Jin; Xianglu Xiao; Zhimin Lin; Hongming Chen 001; Zhangming Niu (Bioinform., 2023)

A Smart Strategy for Photoresponsive Molecules: Utilizing Generative Pre-trained Transformer and TDDFT Calculations in Drug Delivery. - Junjie Hu; Peng Wu; Qi Li; Shiyi Wang; Xianglu Xiao; Zhangming Niu; Binju Wang; Guang Yang 006 (EMBC, 2024)

Can generative AI replace immunofluorescent staining processes? A comparison study of synthetically generated cellpainting images from brightfield. - Xiaodan Xing; Siofra Murdoch; Chunling Tang; Giorgos Papanastasiou; Jan Oscar Cross-Zamirski; Yunzhe Guo; Xianglu Xiao; Carola-Bibiane Schönlieb; Yinhai Wang; Guang Yang 006 (Comput. Biol. Medicine, 2024)

How Good are Current Pocket-Based 3D Generative Models?: The Benchmark Set and Evaluation of Protein Pocket-Based 3D Molecular Generative Models. - Haoyang Liu; Yifei Qin; Zhangming Niu; Mingyuan Xu; Jiaqiang Wu; Xianglu Xiao; Jinping Lei; Ting Ran; Hongming Chen 001 (J. Chem. Inf. Model., 2024)

Artificial immunofluorescence in a flash: Rapid synthetic imaging from brightfield through residual diffusion. - Xiaodan Xing; Chunling Tang; Siofra Murdoch; Giorgos Papanastasiou; Yunzhe Guo; Xianglu Xiao; Jan Oscar Cross-Zamirski; Carola-Bibiane Schönlieb; Kristina Xiao Liang; Zhangming Niu; Evandro Fei Fang; Yinhai Wang; et al. (Neurocomputing, 2025)

Accurate and generalizable protein-ligand binding affinity prediction with geometric deep learning. - Krinos Li; Xianglu Xiao; Zijun Zhong; Guang Yang (CoRR, 2025)