Personal Information
Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates
Paper Publications
- [1] .Xinying Liu, Simeng Zhang, Jun Lou, Mudi Jiang, Zengyou He. Clustering validation based on cluster purity test. Information Sciences, 2026, 754:123705
- [2] .Bo Tian, Can Zhao, Feiyang Gu, Zengyou He.A two-step framework for inferring direct protein-protein interaction network from AP-MS data. BMC Systems Biology, 2017, 11(Suppl 4):82
- [3] .Pengju Li, Junjie Dong, Mudi Jiang, Xinying Liu, Lianyu Hu, Zengyou He. Interpretable Sequence Classification via Decision Set. IEEE Transactions on Knowledge and Data Engineering, 2026,38(5): 2927-2939
- [4] .Y. Liu, X. Zeng, Z. He, Q. Zou. Inferring microRNA-disease associations by random walk on a heterogeneous network with multiple data sources. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2016.
- [5] .Zengyou He, Pengju Li, Yifan Tang, Lianyu Hu, Mudi Jiang, Yan Liu. Personalized interpretable classification. Knowledge and Information Systems, 2026, 68:108.
- [6] .Xiaoxuan Sun, Zengyou He, Xinying Liu, Mudi Jiang, Lianyu Hu. Prototype-based interpretable community detection. Chaos, Solitons & Fractals, 2026, 208(2):118178
- [7] .Lianyu Hu, Mudi Jiang, Junjie Dong, Xinying Liu, Zengyou He. Interpretable Clustering: A Survey. ACM Computing Surveys, 2026, 58(8): 215.
- [8] .Xinying Liu, Lianyu Hu, Mudi Jiang, Zengyou He. Clustering Validation via Sample Pair Co-Cluster Testing. IEEE Transactions on Knowledge and Data Engineering, 2026, 38(2): 929-939
- [9] .Simeng Zhang, Xinying Liu, Jun Lou, Mudi Jiang, Zengyou He. Global explainable clustering via equivalence relation. Chaos, Solitons and Fractals, 2026, 205: 117783
- [10] .Lianyu Hu, Zerun Li, Junjie Dong, Mudi Jiang, Zengyou He. Statistical significance of cluster membership for categorical data. Engineering Applications of Artificial Intelligence, 2025, 160: 111861