(* indicates the corresponding author.)
Enhanced Group Sparse Regularized Nonconvex Regression for Face Recognition. C. Zhang, H. Li, C. Chen, Y. Qian, and X. Zhou. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022, 44(5): 2438-2452.
Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view Clustering. W. Lv, C. Zhang*, H. Li, X. Jia, and C. Chen. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , In Press.
Low-rank Tensor Regularized Views Recovery for Incomplete Multi-view Clustering. C. Zhang, H. Li, C. Chen, X. Jia, and C. Chen. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , In Press.
Three-Stage Semi-Supervised Cross-Modal Hashing with Pairwise Relations Exploitation. W. Fan, C. Zhang, H. Li, X. Jia, and G. Wang. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , In Press.
Self-paced Semi-supervised Feature Selection with Application to Multi-modal Alzheimer's Disease Classification. C. Zhang, W. Fan, B. Wang, C. Chen, and H. Li. Information Fusion (INFFUS), 2024, 107: 102345.
Adaptive Marginalized Semantic Hashing for Unpaired Cross-Modal Retrieval. K. Luo, C. Zhang, H. Li, X. Jia, and C. Chen. IEEE Transactions on Multimedia (TMM) , 2023, 25: 9082-9095.
Weakly-supervised Enhanced Semantic-aware Hashing for Cross-modal Retrieval. C. Zhang, H. Li, Y. Gao, and C. Chen. IEEE Transactions on Knowledge and Data Engineering (TKDE) , 2023, 35(6): 6475-6488.
Adaptive Label Correlation Based Asymmetric Discrete Hashing for Cross-modal Retrieval. H. Li, C. Zhang, X. Jia, Y. Gao, and C. Chen. IEEE Transactions on Knowledge and Data Engineering (TKDE) , 2023, 35(2): 1185-1199.
Locality-constrained Discriminative Matrix Regression for Robust Face Identification. C. Zhang, H. Li, Y. Qian, C. Chen, and X. Zhou. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , 2022, 33(3): 1254-1268.
Pairwise Relations Oriented Discriminative Regression. C. Zhang, H. Li, Y. Qian, C. Chen, and X. Zhou. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) , 2021, 31(7): 2646-2660.
Continual Multi-View Clustering with Consistent Anchor Guidance. C. Zhang, D. Xu, X. Jia, C. Chen, and H. Li. International Joint Conferences on Artificial Intelligence (IJCAI) , 2024.
Learning Cluster-wise Anchors for Multi-view Clustering. C. Zhang, X. Jia, Z. Li, C. Chen, and H. Li. AAAI Conference on Artificial Intelligence (AAAI) , 2024.
Robust Spectral Embedding Completion Based Incomplete Multi-view Clustering. C. Zhang, J. Wei, B. Wang, Z. Li, C. Chen, and H. Li. ACM International Conference on Multimedia (ACM MM) , 2023. (Oral)
Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering. C. Zhang, H. Li, W. Lv, Z. Huang, Y. Gao, and C. Chen. AAAI Conference on Artificial Intelligence (AAAI) , 2023, 37(9): 11174-11182. (Oral)
Model-Aware Contrastive Learning: Towards Escaping the Dilemmas. Z. Huang, H. Chen, Z. Wen, C. Zhang, H. Li, B. Wang, and C. Chen. International Conference on Machine Learning (ICML) , 2023, 202:13774-13790.