Faculty

H. Huang, K. Ma, J. Chen, H. Chen, Z. Wu, X. Zang, H. Fang, C. Ban, H. Sun, M. Chen*, and Z. He*, "Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval," AAAI, pp. 5013-5021, 2026.

M. Chen, Y. Wang, and X. Li, "PIMG: Progressive Image-to-Music Generation With Contrastive Diffusion Models," IEEE Transactions on Multimedia (IF: 8.4), vol. 27, pp. 6732-6739, 2025.

B. Wang, C. Zeng, M. Chen*, and X. Li, "Towards Learnable Anchor for Deep Multi-View Clustering," AAAI, pp. 21044-21052, 2025.

M. Chen, B. Wang, J. Zhong, Z. Miao, and X. Li, "Clustering-Oriented Generative Attribute Graph Imputation," ACM Multimedia, pp. 1092-1101, 2025.

B. Wang, M. Chen*, and X. Li, "Robust Subcluster Search and Mergence Clustering," IEEE Transactions on Cybernetics (IF: 11.8), vol. 54, no. 12, pp. 7616-7628, 2024.

M. Chen, B. Wang, and X. Li, "Deep Contrastive Graph Learning with Clustering-Oriented Guidance," AAAI, pp. 11364-11372, 2024.

Q. Wang*,M. Chen, F. Nie, and X. Li, “Detecting Coherent Groups in Crowd Scenes by Multiview Clustering,” IEEE Transactions on Pattern Analysis and Machine Intelligence (IF: 17.861), vol. 42, no. 1, pp. 46-58, 2020.

M. Chen, and X. Li*, “Entropy Minimizing Matrix Factorization,” IEEE Transactions on Neural Networks and Learning Systems (IF: 8.793), in press, 2022.

M. Chen, and X. Li*, “Concept Factorization With Local Centroids,” IEEE Transactions on Neural Networks and Learning Systems (IF: 8.793), in press, 2020.

M. Chen, and X. Li*, “Robust Matrix Factorization With Spectral Embedding,” IEEE Transactions on Neural Networks and Learning Systems (IF: 8.793), in press, 2020.

X. Li, Q. Wang, F. Nie, and M. Chen*, “Locality Adaptive Discriminant Analysis Framework,” IEEE Transactions on Cybernetics (IF: 11.079), in press, 2020.

X. Li, M. Chen,, and Q. Wang*, “Quantifying and Detecting Collective Motion in Crowd Scenes,” IEEE Transactions on Image Processing (IF: 9.340), vol. 29, pp. 5571-5583, 2020.