计算机科学博士、硕士生导师。长期从事机器学习与数据挖掘的科研和教学工作。迄今为止,已在子空间聚类、多视角聚类以及数据表示等方向取得了丰硕的成果,并积累了较为丰富的研究经验,其中在国际期刊和重要的会议上已发表学术论文30多篇,包括以第一作者在IEEE Transactions on Pattern Analysis and Machine Intelligence、IEEE Transactions on Knowledge and Data Engineering、International Conference on Data Engineering等顶级期刊会议上发表多篇论文。同时担任Information Processing and Management、IEEE Journal of Biomedical and Health Informatics、IEEE Transactions on Signal Processing、Pattern Recognition等多个国际权威期刊的审稿人。
近年来发表的代表性论文:
1. G. Zhong and C. -M. Pun, Improved Normalized Cut for Multi-View Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 12, pp. 10244-10251, 1 Dec. 2022. (CCF A, JCR Q1)
2. G. Zhong and C. -M. Pun, Data Representation by Joint Hypergraph Embedding and Sparse Coding, IEEE Transactions on Knowledge and Data Engineering, vol. 34, no. 5, pp. 2106-2119, 1 May 2022. (CCF A, JCR Q1)
3. G. Zhong and C. -M. Pun, Latent Low-rank Graph Learning for Multimodal Clustering, 2021 IEEE 37th International Conference on Data Engineering (IEEE ICDE). (CCF A)