(* indicates the corresponding author.)
[TPAMI] C. Zhang, H. Li, C. Chen, Y. Qian, and X. Zhou. Enhanced Group Sparse Regularized Nonconvex Regression for Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44(5): 2438-2452.
[TKDD] F. Lei, C. Zhang, H. Li, Y. Gao, and C. Chen. Label Distribution Guided Hashing for Cross-Modal Retrieval. ACM Transactions on Knowledge Discovery from Data, In Press.
[TMM] D. Xu, C. Zhang*, Z. Li, C. Chen, and H. Li. Fast Disentangled Slim Tensor Learning for Multi-view Clustering. IEEE Transactions on Multimedia, In Press.
[TNNLS] W. Lv, C. Zhang*, H. Li, X. Jia, and C. Chen. Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view Clustering. IEEE Transactions on Neural Networks and Learning Systems, In Press.
[TNNLS] W. Fan, C. Zhang, H. Li, X. Jia, and G. Wang. Three-Stage Semi-Supervised Cross-Modal Hashing with Pairwise Relations Exploitation. IEEE Transactions on Neural Networks and Learning Systems, In Press.
[PR] C. Zhang, H. Chen, H. Li, and C. Chen. Learning Latent Disentangled Embeddings and Graphs for Multi-view Clustering. Pattern Recognition, 2024, 156: 110839.
[TNNLS] C. Zhang, H. Li, C. Chen, X. Jia, and C. Chen. Low-rank Tensor Regularized Views Recovery for Incomplete Multi-view Clustering. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(7): 9312-9324.
[INFFUS] C. Zhang, W. Fan, B. Wang, C. Chen, and H. Li. Self-paced Semi-supervised Feature Selection with Application to Multi-modal Alzheimer's Disease Classification. Information Fusion, 2024, 107: 102345.
[TMM] K. Luo, C. Zhang, H. Li, X. Jia, and C. Chen. Adaptive Marginalized Semantic Hashing for Unpaired Cross-Modal Retrieval. IEEE Transactions on Multimedia, 2023, 25: 9082-9095.
[TKDE] C. Zhang, H. Li, Y. Gao, and C. Chen. Weakly-supervised Enhanced Semantic-aware Hashing for Cross-modal Retrieval. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(6): 6475-6488.
[TKDE] H. Li, C. Zhang, X. Jia, Y. Gao, and C. Chen. Adaptive Label Correlation Based Asymmetric Discrete Hashing for Cross-modal Retrieval. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(2): 1185-1199.
[TNNLS] C. Zhang, H. Li, Y. Qian, C. Chen, and X. Zhou. Locality-constrained Discriminative Matrix Regression for Robust Face Identification. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(3): 1254-1268.
[TCSVT] C. Zhang, H. Li, Y. Qian, C. Chen, and X. Zhou. Pairwise Relations Oriented Discriminative Regression. IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31(7): 2646-2660.
[KDD] C. Zhang, D. Xu, C. Chen, and H. Li. Semi-supervised Multi-view Clustering with Active Constraints. ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2025.
[IJCAI] C. Zhang, D. Xu, X. Jia, C. Chen, and H. Li. Continual Multi-View Clustering with Consistent Anchor Guidance. International Joint Conference on Artificial Intelligence, 2024, 5434-5442.
[AAAI] C. Zhang, X. Jia, Z. Li, C. Chen, and H. Li. Learning Cluster-wise Anchors for Multi-view Clustering. AAAI Conference on Artificial Intelligence, 2024, 38(15): 16696-16704.
[ACM MM] C. Zhang, J. Wei, B. Wang, Z. Li, C. Chen, and H. Li. Robust Spectral Embedding Completion Based Incomplete Multi-view Clustering. ACM International Conference on Multimedia, 2023: 300-308.
[ICML] Z. Huang, H. Chen, Z. Wen, C. Zhang, H. Li, B. Wang, and C. Chen. Model-Aware Contrastive Learning: Towards Escaping the Dilemmas. International Conference on Machine Learning, 2023, 202:13774-13790.
[AAAI] C. Zhang, H. Li, W. Lv, Z. Huang, Y. Gao, and C. Chen. Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering. AAAI Conference on Artificial Intelligence, 2023, 37(9): 11174-11182.