Pinned Repositories
ECPCS
MATLAB code for Enhanced Ensemble Clustering via Fast Propagation of Cluster-wise Similarities (IEEE TSMC-S 2021)
FastMICE
Matlab code for the TKDE 2023 paper "Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity".
JMVFG
Matlab code for the IEEE TETCI 2023 paper "Joint Multi-view Unsupervised Feature Selection and Graph Learning".
JSMC
Matlab source code for "Seeking Commonness and Inconsistencies: A Jointly Smoothed Approach to Multi-view Subspace Clustering", Information Fusion, 2023.
LWEA_LWGP
MATLAB Code for Locally Weighted Ensemble Clustering (IEEE TCYB 2018)
MDEC
TCYB 2022: Toward Multidiversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond.
SMCMB
Towards Scalable Multi-view Clustering via Joint Learning of Many Bipartite Graphs. To appear in IEEE Transactions on Big Data.
SRCFS
MATLAB code for Unsupervised Feature Selection with Multi-Subspace Randomization and Collaboration (SRCFS) (KBS 2019)
UDBGL
Matlab code for the TNNLS 2023 paper "Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning".
USPEC_USENC
TKDE 2020: Ultra-Scalable Spectral Clustering and Ensemble Clustering (U-SPEC & U-SENC) #large-scale spectral clustering# #large-scale ensemble clustering#
huangdonghere's Repositories
huangdonghere/FastMICE
Matlab code for the TKDE 2023 paper "Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity".
huangdonghere/USPEC_USENC
TKDE 2020: Ultra-Scalable Spectral Clustering and Ensemble Clustering (U-SPEC & U-SENC) #large-scale spectral clustering# #large-scale ensemble clustering#
huangdonghere/SRCFS
MATLAB code for Unsupervised Feature Selection with Multi-Subspace Randomization and Collaboration (SRCFS) (KBS 2019)
huangdonghere/ECPCS
MATLAB code for Enhanced Ensemble Clustering via Fast Propagation of Cluster-wise Similarities (IEEE TSMC-S 2021)
huangdonghere/UDBGL
Matlab code for the TNNLS 2023 paper "Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning".
huangdonghere/LWEA_LWGP
MATLAB Code for Locally Weighted Ensemble Clustering (IEEE TCYB 2018)
huangdonghere/MDEC
TCYB 2022: Toward Multidiversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond.
huangdonghere/JMVFG
Matlab code for the IEEE TETCI 2023 paper "Joint Multi-view Unsupervised Feature Selection and Graph Learning".
huangdonghere/SMCMB
Towards Scalable Multi-view Clustering via Joint Learning of Many Bipartite Graphs. To appear in IEEE Transactions on Big Data.
huangdonghere/JSMC
Matlab source code for "Seeking Commonness and Inconsistencies: A Jointly Smoothed Approach to Multi-view Subspace Clustering", Information Fusion, 2023.
huangdonghere/PTA_PTGP
MATLAB Code for Robust Ensemble Clustering Using Probability Trajectories (IEEE TKDE 2016)
huangdonghere/ECFG
Matlab code for Ensemble Clustering Using Factor Graph (ECFG) (Pattern Recognition 2016)
huangdonghere/HTCN
Pytorch implementation for the paper "Heterogeneous Tri-stream Clustering Network ".
huangdonghere/norm_robustness
Python code for the paper "Large Norms of CNN Layers Do Not Hurt Adversarial Robustness".
huangdonghere/OBCut
huangdonghere/U-SPEC_Python
huangdonghere/WEAC_GPMGLA
Matlab Code for Combining Multiple Clusterings via Crowd Agreement Estimation and Multi-Granularity Link Analysis (Neurocomputing 2015)
huangdonghere/ConsistentGraphLearning
MATLAB code for the ICDM paper "Consistency Meets Inconsistency: A Unified Graph Learning Framework for Multi-view Clustering"
huangdonghere/DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
huangdonghere/SACC
Pytorch implementation for the paper "Strongly Augmented Contrastive Clustering".
huangdonghere/SC-SRGF
Matlab Code for Spectral Clustering by Subspace Randomization and Graph Fusion for High-Dimensional Data (PAKDD 2020)