Jian Jiang, Long Chen, Lu Ke, Bozheng Dou, Chunhuan Zhang, Hongsong Feng, Yueying Zhu, Huahai Qiu, Bengong Zhang, Guowei Wei. A review of transformers in drug discovery and beyond, Journal of Pharmaceutical Analysis, 101081, 2024. Article Link.
Jian Jiang, Lu Ke, Long Chen, Bozheng Dou, Yueying Zhu, Jie Liu, Bengong Zhang, Tianshou Zhou, Guo‐Wei Wei. Transformer technology in molecular science. Wiley Interdisciplinary Reviews: Computational Molecular Science, 14, 4, e1725, 2024. Article Link.
Long Chen, Jian Jiang, Bozheng Dou, Hongsong Feng, Jie Liu, Yueying Zhu, Bengong Zhang, Tianshou Zhou, Guo-Wei Wei. Machine learning study of the extended drug–target interaction network informed by pain related voltage-gated sodium channels, Pain, 165, 4, 908-921, 2024. Article Link.
Mengyuan Wang, Wenjie Cao, Yanbing Guo, Guilin Wang, Jian Jiang, Huahai Qiu, Ben-Gong Zhang. Inferring Transcriptional Bursting Kinetics Using Gene Expression Model with Memory and Crosstalk from scRNA-seq Data, Journal of Computational Biophysics and Chemistry, 23, 6, 765-779, 2024. Article Link.
Bozheng Dou, Zailiang Zhu, Ekaterina Merkurjev, Lu Ke, Long Chen, Jian Jiang, Yueying Zhu, Jie Liu, Bengong Zhang, Guo-Wei Wei. Machine learning methods for small data challenges in molecular science, Chemical Reviews, 123, 13, 8736-8780, 2023. Article Link.
Hongsong Feng, Jian Jiang, Guo-Wei Wei. Machine-learning repurposing of DrugBank compounds for opioid use disorder, Computers in biology and medicine, 160, 106921, 2023. Article Link.
Zailiang Zhu, Bozheng Dou, Yukang Cao, Jian Jiang, Yueying Zhu, Dong Chen, Hongsong Feng, Jie Liu, Bengong Zhang, Tianshou Zhou, Guo-Wei Wei. TIDAL: topology-inferred drug addiction learning, Journal of chemical information and modeling, 63, 5, 1472-1489, 2023. Article Link.
Yueying Zhu, Jian Jiang, Wei Li. The critical behavior of Hegselmann–Krause opinion model with smart agents, Physica A: Statistical Mechanics and its Applications, 609, 128329, 2023. Article Link.
Hongsong Feng, Rana Elladki, Jian Jiang, Guo-Wei Wei. Machine-learning analysis of opioid use disorder informed by MOR, DOR, KOR, NOR and ZOR-based interactome networks, Computers in biology and medicine,157, 106745, 2023. Article Link.
Jian Jiang, Rui Wang, Guo-Wei Wei. GGL-Tox: geometric graph learning for toxicity prediction, Journal of chemical information and modeling, 61, 4, 1691-1700, 2021. Article Link.
Jian Jiang, Rui Wang, Menglun Wang, Kaifu Gao, Duc Duy Nguyen, Guo-Wei Wei. Boosting tree-assisted multitask deep learning for small scientific datasets, Journal of chemical information and modeling, 60, 3, 1235-1244, 2020. Article Link.