2025
Towards multi-fusion graph neural network for single-cell RNA sequence clustering.
Neurocomputing, 2025
2024
Concept Factorization Based Multiview Clustering for Large-Scale Data.
IEEE Trans. Knowl. Data Eng., November, 2024
Sparse Graph Tensor Learning for Multi-View Spectral Clustering.
IEEE Trans. Emerg. Top. Comput. Intell., October, 2024
Deep Clustering With Hybrid-Grained Contrastive and Discriminative Learning.
IEEE Trans. Circuits Syst. Video Technol., October, 2024
Efficient Multi-View Clustering via Unified and Discrete Bipartite Graph Learning.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
Unified and Tensorized Incomplete Multi-View Kernel Subspace Clustering.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
DeepCluE: Enhanced Deep Clustering via Multi-Layer Ensembles in Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
Motorcyclist helmet detection in single images: a dual-detection framework with multi-head self-attention.
Soft Comput., March, 2024
Multi-View Graph Learning by Joint Modeling of Consistency and Inconsistency.
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Joint Multi-View Unsupervised Feature Selection and Graph Learning.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
Towards Scalable Multi-View Clustering via Joint Learning of Many Bipartite Graphs.
IEEE Trans. Big Data, February, 2024
Deep image clustering with contrastive learning and multi-scale graph convolutional networks.
Pattern Recognit., February, 2024
Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising.
IEEE Trans. Image Process., 2024
Tensorized Incomplete Multi-view Kernel Subspace Clustering.
Neural Networks, 2024
Learning clustering-friendly representations via partial information discrimination and cross-level interaction.
Neural Networks, 2024
Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction.
CoRR, 2024
Confidence-oriented Contrastive Graph Clustering.
Proceedings of the International Joint Conference on Neural Networks, 2024
HomoMGC: Homophily-Enhanced Adaptive Graph Refinement for Multi-View Graph Clustering.
Proceedings of the IEEE International Conference on Data Mining, 2024
2023
Deep Temporal Contrastive Clustering.
Neural Process. Lett., December, 2023
Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and Simplicity.
IEEE Trans. Knowl. Data Eng., November, 2023
HOLT-Net: Detecting smokers via human-object interaction with lite transformer network.
Eng. Appl. Artif. Intell., November, 2023
Heterogeneous Tri-stream Clustering Network.
Neural Process. Lett., October, 2023
Cross-Subject Tinnitus Diagnosis Based on Multi-Band EEG Contrastive Representation Learning.
IEEE J. Biomed. Health Informatics, July, 2023
Strongly augmented contrastive clustering.
Pattern Recognit., July, 2023
Incomplete multi-view clustering network via nonlinear manifold embedding and probability-induced loss.
Neural Networks, 2023
Facilitated low-rank multi-view subspace clustering.
Knowl. Based Syst., 2023
Seeking commonness and inconsistencies: A jointly smoothed approach to multi-view subspace clustering.
Inf. Fusion, 2023
One-step Bipartite Graph Cut: A Normalized Formulation and Its Application to Scalable Subspace Clustering.
CoRR, 2023
On Regularizing Multiple Clusterings for Ensemble Clustering by Graph Tensor Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Deep Attributed Graph Clustering with Graph Attention Network.
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023
2022
Node Pair Information Preserving Network Embedding Based on Adversarial Networks.
IEEE Trans. Cybern., 2022
Toward Multidiversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond.
IEEE Trans. Cybern., 2022
Multiview Subspace Clustering With Grouping Effect.
IEEE Trans. Cybern., 2022
Representation Learning in Multi-view Clustering: A Literature Review.
Data Sci. Eng., 2022
Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks.
CoRR, 2022
Vision Transformer for Contrastive Clustering.
CoRR, 2022
DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks.
CoRR, 2022
Kernelized multi-view subspace clustering via auto-weighted graph learning.
Appl. Intell., 2022
Coupled Learning for Kernel Representation and Graph Tensor in Multi-view Subspace Clustering.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022
Adaptively-weighted Integral Space for Fast Multiview Clustering.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Efficient Orthogonal Multi-view Subspace Clustering.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
D-TRACE: Deep Triply-Aligned Clustering.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
2021
Enhanced Ensemble Clustering via Fast Propagation of Cluster-Wise Similarities.
IEEE Trans. Syst. Man Cybern. Syst., 2021
Attributed Network Embedding with Micro-Meso Structure.
ACM Trans. Knowl. Discov. Data, 2021
Relaxed multi-view clustering in latent embedding space.
Inf. Fusion, 2021
Joint representation learning for multi-view subspace clustering.
Expert Syst. Appl., 2021
Single-Image Smoker Detection by Human-Object Interaction with Post-refinement.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Detecting Helmets on Motorcyclists by Deep Neural Networks with a Dual-Detection Scheme.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Link-Based Consensus Clustering with Random Walk Propagation.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Consistency- and Inconsistency-Aware Multi-view Subspace Clustering.
Proceedings of the Database Systems for Advanced Applications, 2021
2020
Ultra-Scalable Spectral Clustering and Ensemble Clustering.
IEEE Trans. Knowl. Data Eng., 2020
Community Detection by Motif-Aware Label Propagation.
ACM Trans. Knowl. Discov. Data, 2020
One-step Kernel Multi-view Subspace Clustering.
Knowl. Based Syst., 2020
Spectral Clustering by Subspace Randomization and Graph Fusion for High-Dimensional Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Subspace-Weighted Consensus Clustering for High-Dimensional Data.
Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020
Multi-View Clustering in Latent Embedding Space.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Unsupervised feature selection with multi-subspace randomization and collaboration.
Knowl. Based Syst., 2019
LSCD: Low-rank and sparse cross-domain recommendation.
Neurocomputing, 2019
PartNRL: Partial Nodes Representation Learning in Large-Scale Network.
IEEE Access, 2019
Laplacian-Weighted Random Forest for High-Dimensional Data Classification.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Meta-cluster Based Consensus Clustering with Local Weighting and Random Walking.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning, 2019
Ensemble-Initialized k-Means Clustering.
Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019
Consistency Meets Inconsistency: A Unified Graph Learning Framework for Multi-view Clustering.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Multi-view Spectral Clustering via Multi-view Weighted Consensus and Matrix-Decomposition Based Discretization.
Proceedings of the Database Systems for Advanced Applications, 2019
Network embedding with class discriminability.
Proceedings of the ACM Turing Celebration Conference - China, 2019
2018
Locally Weighted Ensemble Clustering.
IEEE Trans. Cybern., 2018
TW-Co-<i>k</i>-means: Two-level weighted collaborative <i>k</i>-means for multi-view clustering.
Knowl. Based Syst., 2018
Community Detection Using Attribute Homogenous Motif.
IEEE Access, 2018
A Generalized Predictive Framework for Data Driven Prognostics and Diagnostics using Machine Logs.
Proceedings of the TENCON 2018, 2018
Ensemble Clustering by Noise-Aware Graph Decomposition.
Proceedings of the 6th International Conference on Information Technology: IoT and Smart City, 2018
Low-Rank and Sparse Cross-Domain Recommendation Algorithm.
Proceedings of the Database Systems for Advanced Applications, 2018
2017
CCMS: A nonlinear clustering method based on crowd movement and selection.
Neurocomputing, 2017
Multi-view collaborative locally adaptive clustering with Minkowski metric.
Expert Syst. Appl., 2017
Toward Multi-Diversified Ensemble Clustering of High-Dimensional Data.
CoRR, 2017
Community Detection in Graph Streams by Pruning Zombie Nodes.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
Event Recommendation via Collective Matrix Factorization with Event-User Neighborhood.
Proceedings of the Intelligence Science and Big Data Engineering, 2017
LWMC: A Locally Weighted Meta-Clustering Algorithm for Ensemble Clustering.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
2016
Robust Ensemble Clustering Using Probability Trajectories.
IEEE Trans. Knowl. Data Eng., 2016
Ensemble clustering using factor graph.
Pattern Recognit., 2016
Ensembling over-segmentations: From weak evidence to strong segmentation.
Neurocomputing, 2016
CSBD: A Nonlinear Clustering Method Based on Cluster Shrinking and Border Detection.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016
An Efficient Parallel Nonlinear Clustering Algorithm Using MapReduce.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
FTMF: Recommendation in social network with Feature Transfer and Probabilistic Matrix Factorization.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Ensemble-driven support vector clustering: From ensemble learning to automatic parameter estimation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Weighted Multi-view On-Line Competitive Clustering.
Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016
2015
Combining multiple clusterings via crowd agreement estimation and multi-granularity link analysis.
Neurocomputing, 2015
Orthogonal mechanism for answering batch queries with differential privacy.
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015
Achieving Accuracy Guarantee for Answering Batch Queries with Differential Privacy.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
2013
SVStream: A Support Vector-Based Algorithm for Clustering Data Streams.
IEEE Trans. Knowl. Data Eng., 2013
Exploiting the Wisdom of Crowd: A Multi-granularity Approach to Clustering Ensemble.
Proceedings of the Intelligence Science and Big Data Engineering, 2013
2012
Incremental support vector clustering with outlier detection.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
Incremental Support Vector Clustering.
Proceedings of the Data Mining Workshops (ICDMW), 2011
Kernel-Based Clustering with Automatic Cluster Number Selection.
Proceedings of the Data Mining Workshops (ICDMW), 2011