Short Biography

I am a Ph.D. student in School of Computer Science, China University of Geosciences, Wuhan (CUG), since 2021, supervised by Prof. Chang Tang. Before that, I received B.S. and M.S. from China University of Geosciences, Wuhan, in 2018 and 2021, respectively.

News

• 2023.08 One paper was accepted by Information Science.

• 2023.01 One paper was accepted by IEEE Transactions on Geoscience and Remote Sensing.

Publications [Google Scholar]

• Pre-print



Zhenglai Li, Chang Tang, Xinwang Liu, Changdong Li, Xianju Li, Wei Zhang, “ MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection with Patch-Level Annotations,” Under Review.
[Paper] [Code]



Zhenglai Li, Chang Tang, Xinwang Liu, Xianju Li, Wei Zhang, Jiangfeng Xu, “Towards Accurate and Reliable Change Detection of Remote Sensing Images via Knowledge Review and Online Uncertainty Estimation,” Under Review.
[Paper] [Code]

• 2023



Zhenglai Li, Chang Tang, Xiao Zheng, Zhiguo Wan, Kun Sun, Wei Zhang, Xinzhong Zhu, “Mutual Structure Learning for Multiple Kernel Clustering,” Information Science, 2023.
[Code]



Zhenglai Li, Chang Tang, Xinwang Liu, Wei Zhang, Jie Dou, Lizhe Wang, Albert Zomaya, “Lightweight Remote Sensing Change Detection with Progressive Aggregation and Supervised Attention,” IEEE Transactions on Geoscience and Remote Sensing, 2023.
[Paper] [Code]

• 2022



Zhenglai Li, Chang Tang, Lizhe Wang, Albert Zomaya, “Remote Sensing Change Detection via Temporal Feature Interaction and Guided Refinement ,” IEEE Transactions on Geoscience and Remote Sensing, 2022.
[Paper] [Code]



Chang Tang, Zhenglai Li (co-first author), Weiqing Yan, Guanghui Yue, Wei Zhang, “Efficient Multiple Kernel Clustering via Spectral Perturbation,” ACM International Conference on Multimedia, 2022.
[Paper]



Chang Tang, Zhenglai Li (co-first author), Jun Wang, Xinwang Liu, Wei Zhang, En Zhu, “Unified One-step Multi-view Spectral Clustering,” IEEE Transactions on Knowledge and Data Engineering, 2022.
[Paper] [Code]



Zhenglai Li, Chang Tang, Xiao Zheng, Xinwang Liu, Wei Zhang, En Zhu, “High-order Correlation Preserved Incomplete Multi-view Subspace Clustering,” IEEE Transactions on Image Processing, 2022.
[Paper] [Code]

• 2021



Zhenglai Li, Chang Tang, Xinwang Liu, Xiao Zheng, Guanghui Yue, Wei Zhang, En Zhu, “Consensus Graph Learning for Multi-view Clustering,” IEEE Transactions on Multimedia, 2021.
[Paper] [Code]



Zhenglai Li, Chang Tang, Xinwang Liu, Wei Zhang, Jie Dou, Lizhe Wang, Albert Zomaya, “Tensor-Based Multi-View Block-Diagonal Structure Diffusion for Clustering Incomplete Multi-View Data,” IEEE International Conference on Multimedia and Expo, 2021.
[Paper] [Code]

• 2019



Zhenglai Li, Chang Tang, Jiajia Chen, Cheng Wan, Weiqing Yan, Xinwang Liu, “Diversity and Consistency Learning Guided Spectral Embedding for Multi-view Clustering,” Neurocomputing, 2019.
[Paper]

Honors and Awards

• The Rui-Ming Alumni Scholarship in China University of Geosciences, Wuhan in 2022.

• The Third Prize of the 17th China Post-graduate Mathematical Contest in Modeling.

• The Third Prize of the 16th China Post-graduate Mathematical Contest in Modeling.

Journal/Conference Reviewer

• IEEE Transactions on Knowledge and Data Engineering

• IEEE Transactions on Neural Networks and Learning Systems

• IEEE Transactions on Multimedia

• IEEE Transactions on Geoscience and Remote Sensing

• IEEE Transactions on Computational Social Systems

• Information Science

• IEEE Geoscience and Remote Sensing Letters

• ACM International Conference on Multimedia 2023

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