CityU

Assistant Professor (Research) Zhenglai Li


Dr. Zhenglai Li

Assistant Professor (Research) Master Supervisor 

 

Email: zlli@cityu.edu.mo 

Tel: (853)8590 2336 

Office address: Room S504, Stanley Ho Building, City University of Macau (Taipa) 

 

Personal homepage 

https://guanyuezhen.github.io/ 

 

Educational qualifications 

2024 Doctor of Philosophy in Geoinformation Engineering, China University of Geosciences (Wuhan), China 

2021 Master of Computer Technology, China University of Geosciences (Wuhan), China 

2018 Bachelor of Exploration Technology and Engineering, China University of Geosciences (Wuhan), China 

 

Incumbent 

Assistant Professor (Research) ,Faculty of Data Science, City University of Macau 

 

Research direction 

Multi-modal/view Data Analysis 

 

Research and publishing 

Refereed Articles  

  1. Li, Z., Tang, C., Liu, X., Li, C., Li, X., & Zhang, W. (2024). MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection with Patch- Level Annotations. IEEE Transactions on Geoscience and Remote Sensing. (IF=7.5; Rank: 8/62; Q1; CCF B). 

  1. Wang, J., Li, Z., Tang, C., Liu, S., Wan, X., & Liu, X. (2024). Multiple Kernel Clustering with Adaptive Multi-scale Partition Selection. IEEE Transactions on Knowledge and Data Engineering. (IF=8.9; Rank: 17/197; Q1; CCF A). 

  1. Zou, X., Tang, C., Zheng, X., Li, Z., He, X., An, S., & Liu, X. (2023, October). DPNET: Dynamic Poly-attention Network for Trustworthy Multi-modal Classification. In Proceedings of the 31st ACM International Conference on Multimedia (pp. 3550-3559). (CCF A). 

  1. Li, Z., Tang, C., Zheng, X., Wan, Z., Sun, K., Zhang, W., & Zhu, X. (2023). Mutual structure learning for multiple kernel clustering. Information Sciences, 647, 119445. (IF=8.1; Rank: 17/251; Q1; CCF B). 

  1. Li, Z., Tang, C., Liu, X., Zhang, W., Dou, J., Wang, L., & Zomaya, A. Y. (2023). Lightweight remote sensing change detection with progressive feature aggregation and supervised attention . IEEE Transactions on Geoscience and Remote Sensing, 61, 1-12. (IF=7.5; Rank: 8/62; Q1; CCF B; ESI highly cited paper). 

  1. Tang, C., Li, Z. (co-first author), Yan, W., Yue, G., & Zhang, W. (2022, October). Efficient multiple kernel clustering via spectral perturbation. In Proceedings of the 30th ACM International Conference on Multimedia (pp. 1603-1611). (CCF A). 

  1. Li, Z., Tang, C., Wang, L., & Zomaya, A. Y. (2022). Remote sensing change detection via temporal feature interaction and guided refinement. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-11. (IF=7.5; Rank: 8/62; Q1; CCF B). 

  1. Li, Z., Tang, C., Zheng, X., Li, Z., Zhang, W., & Cao, L. (2022). Unified K-means coupled self-representation and neighborhood kernel learning for clustering single- cell RNA-sequencing data. Neurocomputing, 501, 715-726. (IF=5.5; Rank: 42/197; Q1; CCF C). 

  1. Tang, C., Li, Z. (co-first author), Wang, J., Liu, X., Zhang, W., & Zhu, E. (2022). Unified one-step multi-view spectral clustering. IEEE Transactions on Knowledge and Data Engineering, 35(6), 6449-6460. (IF=8.9; Rank: 17/197; Q1; CCF A; ESI highly cited paper). 

  1. Li, Z., Tang, C., Zheng, X., Liu, X., Zhang, W., & Zhu, E. (2022). High-order correlation preserved incomplete multi-view subspace clustering. IEEE Transactions on Image Processing, 31, 2067-2080. (IF=10.8; Rank: 8/197; Q1; CCF A). 

  1. Wang, J., Tang, C., Li, Z., Liu, X., Zhang, W., Zhu, E., & Wang, L. (2022). Hyperspectral band selection via region-aware latent features fusion based clustering. Information Fusion, 79, 162-173. (IF=14.7; Rank: 4/197; Q1). 

  1. Li, Z., Tang, C., Liu, X., Zheng, X., Zhang, W., & Zhu, E. (2021, July). Tensor-based multi-view block-diagonal structure diffusion for clustering incomplete multi-view data. In 2021 IEEE International Conference on Multimedia and Expo (pp. 1-6). IEEE. (CCF B). 

  1. Li, Z., Tang, C., Liu, X., Zheng, X., Zhang, W., & Zhu, E. (2021). Consensus graph learning for multi-view clustering. IEEE Transactions on Multimedia, 24 , 2461-2472. (IF=8.4; Rank: 7/249; Q1; CCF B; ESI highly cited paper). 

  1. Li, Z., Tang, C., Chen, J., Wan, C., Yan, W., & Liu, X. (2019). Diversity and consistency learning guided spectral embedding for multi-view clustering. Neurocomputing, 370 , 128-139. (IF=5.5; Rank: 42/197; Q1; CCF C). 

 

Academic Awards 

 

2023 China University of Geosciences (Wuhan) School of Computer Science Scholarship for Top Information Talents 

 

2022 China University of Geosciences (Wuhan) Ruiming Alumni Scholarship 

 

2019 Third Prize of the 17th "Huawei Cup" China Postgraduate Mathematical Modeling Competition 

 

2018 Third Prize of the 16th "Huawei Cup" China Postgraduate Mathematical Modeling Competition 

 

2018 American College Student Mathematical Modeling Competition Honorable Mention Award