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Scientific Research
Research Field
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Paper Publications
more+- [1] Mei Ting, Zhu Manyun, Zhang Ruihan, Wang Shenjun, Xiang Jingran, He Xuan（通讯作者）. A Gradient-Guided Spatio-Temporal Graph Convolutional Network for Population-Level Major Depressive Disorder Classification. IEEE Journal of Biomedical and Health Informatics,2026,doi:10.1109/JBHI.2026.3711179..
- [2] Du Huanhuan, Tian Yayu, He Xuan（通讯作者）. DALI-Syn: integrating chemical LLMs with multi-level attention architectures for synergistic drug combination prediction. Health Information Science and Systems,2026..
- [3] Xia Wei, Tian Yayu, He Xuan（通讯作者）. GraFSyn: An Interpretable Deep Learning Framework for Anticancer Drug Synergy via Graphlet Fingerprints. Journal of Chemical Information and Modeling,2026..
- [4] Su Shiyue, Feng Zhihan, Mei Ting, Li Qianqian, Zhu Hongbo, Yang Weifeng, Zhu Manyun, Zhou QIlin, He Xuan（通讯作者）.A time–frequency graph fusion framework for Major Depressive Disorder diagnosis in multi-site rsfMRI data. Journal of Affective Disorders,392(2026)120230.
- [5] Xi W, Guo Z, Mei T, Zhou Q, Xue M, Yang W, Guo Y, He X（通讯作者）. Random Walk-Based Node Feature Learning for Major Depressive Disorder Identification Through Multi-Site rs-fMRI Data. Hum Brain Mapp. 2025 Aug 15;46(12):e70326. doi: 10.1002/hbm.70326. PMID: 40838619..Human Brain Mapping
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