Balanced Graph Cut with Exponential Inter-Cluster Compactness
Danyang Wu, Feiping Nie* (Advisor), Jitao Lu, Rong Wang, Xuelong Li
IEEE Transactions on Artificial Intelligence (TAI), Accepted, 2021 [PDF]
Generalization Bottleneck in Deep Metric Learning
Zhanxuan Hu#, Danyang Wu#, Feiping Nie* (Advisor), Rong Wang (Co-first Author)
Information Science (INS), 2021 [PDF]
Sparse PCA via l2,p-Norm Regularization for Unsupervised Feature Selection
Zhengxin Li, Feiping Nie* (Advisor), Jintang Bian, Danyang Wu, Xuelong Li
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 [PDF]
Parameter-Free Consensus Embedding Learning for Multi-View Graph-Based Clustering
Danyang Wu, Feiping Nie* (Advisor), Rong Wang, Xuelong Li
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 [PDF]
Unsupervised Feature Selection With Weighted and Projected Adaptive Neighbors
Zhengxin Li, Feiping Nie* (Advisor), Danyang Wu, Xuelong Li
IEEE Transactions on Cybernetics (TCYB), 2021 [PDF]
GSPL: A Succinct Kernel Model for Group-Sparse Subspaces Learning of Multiview Data
Danyang Wu, Jin Xu*, Xia Dong, Meng Liao, Rong Wang, Feiping Nie* (Advisor), Xuelong Li
International Joint Conference on Artificial Intelligence (IJCAI), 2021 [PDF]
Multi-Directional Multi-Label Learning
Danyang Wu, Shenfei Pei, Feiping Nie, Rong Wang, Xuelong Li
Signal Processing (SIGPRO), 2021 [PDF]
Multi-view Clustering with Iteractive Mechanism
Danyang Wu, Zhanxuan Hu, Feiping Nie, Rong Wang, Xuelong Li
Neurocomputing (NEUCOM), 2021, [PDF]
Dependence-Guided Multi-view Clustering
Xia Dong#, Danyang Wu#, Feiping Nie* (Advisor), Rong Wang, Xuelong Li (Co-first Author)
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021 [PDF]
Coordinate Descent Method for K-means (Cooperation)
Feiping Nie* (Advisor), Jingjing Xue, Danyang Wu, Rong Wang, Xuelong Li
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 [PDF]
Multilevel Projections with Adaptive Neighbor Graph for Unsupervised Multi-view Feature Selection
Han Zhang, Danyang Wu, Feiping Nie* (Advisor), Rong Wang, Xuelong Li
Information Fusion (INFFUS), 2021 [PDF]
Multi-View Clustering Based on Invisible Weights
Ziheng Li, Danyang Wu, Feiping Nie* (Advisor), Rong Wang, Xuelong Li
IEEE Signal Processing Letters (SPL), 2021 [PDF]
Truncated Robust Principle Component Analysis with A General Optimization Framework
Feiping Nie* (Advisor), Danyang Wu, Rong Wang, Xuelong Li
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 [PDF]
Double-Attentive Principle Component Analysis
Danyang Wu, Han Zhang, Feiping Nie* (Advisor), Rong Wang, Chao Yang, Xiaoxue Jia, Xuelong Li
IEEE Signal Processing Letters (SPL), 2020 [PDF]
Multi-view Clustering with Mixed Approximation
Danyang Wu, Feiping Nie* (Advisor), Rong Wang, Xuelong Li
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020 [PDF]
Self-weighted Clustering with Adaptive Neighbors
Feiping Nie* (Advisor), Danyang Wu, Rong Wang, Xuelong Li
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020
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