[ June 26, 2024 ] " Incomplete Multi-view Clustering Based On Consensus Information " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ June 16, 2024 ] " A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ May 22, 2024 ] " Improved Dual Correlation Reduction Network with Affinity Recovery " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ May 5, 2024 ] " Multiple Kernel Clustering with Adaptive Multi-scale Partition Selection " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ May 2, 2024 ] Three papers have been accepted by 41st International Conference on Machine Learning (ICML 2024) .

[ April 23, 2024 ] " Category Alignment Mechanism for Few-Shot Image Classification " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ April 16, 2024 ] " Application of Gradient Boosting in the Design of Fuzzy Rule-based Regression Models " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ April 15, 2024 ] " Symmetric Multi-view Subspace Clustering with Automatic Neighbor Discovery " has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT) .

[ April 9, 2024 ] " Layer Sequence Extraction of Optimized DNNs using Side-channel Information Leaks " has been accepted by IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD) .

[ April 7, 2024 ] " On the Consistency and Large-Scale Extension of Multiple Kernel Clustering " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ April 2, 2024 ] " Self-Supervised Temporal Graph Learning with Temporal and Structural Intensity Alignment. " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ March 21, 2024 ] " Fast Continual Multi-View Clustering with Incomplete Views " has been accepted by IEEE Transactions on Image Processing (IEEE TIP) .

[ March 12, 2024 ] " One-step Multi-view Clustering with Diverse Representation " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ February 27, 2024 ] One paper has been accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024 .

[ January 30, 2024 ] " BGAE: Auto-encoding Multi-view Bipartite Graph Clustering " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ January 24, 2024 ] " Robust and Consistent Anchor Graph Learning for Multi-view Clustering " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ January 16, 2024 ] One paper has been accepted by The Twelfth International Conference on Learning Representations (ICLR) 2024 .

[ January 13, 2024 ] " SARF: Aliasing Relation Assisted Self-Supervised Learning for Few-shot Relation Reasoning " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ January 1, 2024 ] " Subgraph Propagation and Contrastive Calibration for Incomplete Multi-view Data Clustering " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ December 22, 2023 ] " Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ December 9, 2023 ] Five papers have been accepted by AAAI Conference on Artificial Intelligence (AAAI) 2024 .

[ December 6, 2023 ] " Fast Approximated Multiple Kernel K-means " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ November 11, 2023 ] " An Efficient Federated Multi-view Fuzzy C-Means Clustering Method " has been accepted by IEEE Transactions on Fuzzy Systems (IEEE TFS) .

[ November 11, 2023 ] " RARE: Robust Masked Graph Autoencoder " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ November 9, 2023 ] " Sparse Low-rank Multi-view Subspace Clustering with Consensus Anchors and Unified Bipartite Graph " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ October 18, 2023 ] Two papers have been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ October 8, 2023 ] " Spatial and Spectral Structure Preserved Self-representation for Hyperspectral Band Selection " has been accepted by IEEE Transactions on Geoscience and Remote Sensing (IEEE TGARS) .

[ October 2, 2023 ] " Partial Clustering Ensemble " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ September 30, 2023 ] " SAMCL: Subgraph-Aligned Multi-View Contrastive learning for Graph Anomaly Detection " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ September 24, 2023 ] " Multi-view Spectral Clustering based on Consensus Neighbor Strategy " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ September 22, 2023 ] Two papers have been accepted by 37th Conference on Neural Information Processing Systems (NeurIPS 2023) .

[ September 3, 2023 ] " How to Construct Corresponding Anchors for Incomplete Multiview Clustering " has been accepted by IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT) .

[ August 31, 2023 ] " ARISE: Graph Anomaly Detection on Attributed Networks via Substructure Awareness " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ August 29, 2023 ] " Iterative Deep Structural Graph Contrast Clustering for Multi-view Raw Data " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ August 27, 2023 ] " Improving Embedding Generalization in Few-Shot Learning with Instance Neighbor Constraints " has been accepted by IEEE Transactions on Image Processing (IEEE TIP) .

[ August 7, 2023 ] " Object Detection in Hyperspectral Image via Unified Spectral-Spatial Feature Aggregation " has been accepted by IEEE Transactions on Geoscience and Remote Sensing (IEEE TGARS) .

[ July 26, 2023 ] Eight papers have been accepted by ACM Multimedia (ACM MM) 2023 .

[ July 26, 2023 ] " Video Anomaly Detection via Visual Cloze Tests " has been accepted by IEEE Transactions on Information Forensics & Security (IEEE TIFS) .

[ July 18, 2023 ] "Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering" has been accepted by IEEE International Conference on Computer Vision (ICCV) 2023 .

[ July 11, 2023 ] " Hierarchically Contrastive Hard Sample Mining for Graph Self-supervised Pre-training " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ June 12, 2023 ] " Unpaired Multi-View Graph Clustering with Cross-View Structure Matching " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ June 12, 2023 ] " Regularized Simple Multiple Kernel K-means with Kernel Average Alignment " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ June 1, 2023 ] " Knowledge Graph Contrastive Learning based on Relation-Symmetrical Structure " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ April 25, 2023 ] Two papers have been accepted by The Fortieth International Conference on Machine Learning (ICML 2023) .

[ April 22, 2023 ] " Simple Contrastive Graph Clustering " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ April 8, 2023 ] " Multi-view Bipartite Graph Clustering with Coupled Noisy Feature Filter " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ April 5, 2023 ] " Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning " has been accepted by The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) .

[ March 27, 2023 ] " Missingness-pattern-adaptive Learning with Incomplete Data " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ March 2, 2023 ] " Contrastive Multi-view Kernel Learning " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ March 1, 2023 ] " Active Clustering Ensemble with Self-paced Learning " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ February 28, 2023 ] " Deep Incomplete Multi-view Clustering with Cross-view Partial Sample and Prototype Alignment " has been accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023 .

[ February 23, 2023 ] " Robust Multi-view Clustering through Partition Integration on Stiefel Manifold " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ February 7, 2023 ] " Task-Related Saliency for Few-Shot Image Classification " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ December 31, 2022 ] " Lightweight Remote Sensing Change Detection with Progressive Feature Aggregation and Supervised Attention " has been accepted by IEEE Transactions on Geoscience and Remote Sensing (IEEE TGARS) .

[ December 24, 2022 ] " Hyperparameter-Free Localized Simple Multiple Kernel K-means with Global Optimum " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ December 22, 2022 ] Served as an " Associate Editor " of IEEE Transactions on Cybernetics (TCYB) .

[ December 21, 2022 ] " Late Fusion Multi-view Clustering via Min-Max Optimization " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ December 18, 2022 ] " Multi-view Fuzzy Classification with Subspace Clustering and Information Granules " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ November 19, 2022 ] Four papers have been accepted by AAAI Conference on Artificial Intelligence (AAAI) 2023 .

[ November 2, 2022 ] " Fast Incomplete Multi-view Clustering with View-independent Anchors " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ November 1, 2022 ] " Deep Fusion Clustering Network with Reliable Structure Preservation " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ September 16, 2022 ] " Semantic Instance Segmentation with discriminative deep supervision for medical images " has been accepted by Medical Image Analysis .

[ September 15, 2022 ] Three papers have been accepted by 36th Conference on Neural Information Processing Systems (NeurIPS 2022) .

[ August 10, 2022 ] " SimpleMKKM: Simple Multiple Kernel K-means " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ July 5, 2022 ] " E3Outlier: A Self-supervised Framework for Unsupervised Deep Outlier Detection " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ June 30, 2022 ] Five papers have been accepted by ACM Multimedia (MM) 2022 .

[ June 20, 2022 ] " Interpolation-based Contrastive Learning for Few-Label Semi-Supervised Learning " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ June 18, 2022 ] " Region-aware Hierarchical Latent Feature Representation Learning Guided Clustering for Hyperspectral Band Selection " has been accepted by IEEE Transactions on Cybernetics (IEEE TCYB) .

[ June 12, 2022 ] " Local Sample-weighted Multiple Kernel Clustering with Consensus Discriminative Graph " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ June 11, 2022 ] " Multi-view Deep Anomaly Detection: A Systematic Exploration " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ May 11, 2022 ] Be assigned as an organizer of workshop " Multi-view Learning and Its Applications in Computer Vision " in Asian Conference on Computer Vision 2022 (ACCV 2022) .

[ May 03, 2022 ] " Unified One-step Multi-view Spectral Clustering " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ Apr. 28, 2022 ] " Parameter-Free and Scalable Incomplete Multi-view Clustering with Prototype Graph " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ Apr. 27, 2022 ] " Oversampling with Reliably Expanding Minority Class Regions for Imbalanced Data Learning " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ Apr. 22, 2022 ] Two papers have been accepted by International Joint Conference on Artificial Intelligence (IJCAI) 2022 .

[ Mar 2, 2022 ] Three papers have been accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022 .

[ Jan 10, 2022 ] " High-order Correlation Preserved Incomplete Multi-view Subspace Clustering " has been accepted by IEEE Transactions on Image Processing (IEEE TIP) .

[ Dec 23, 2021 ] " Design and Analysis of a Self-Adaptive Zeroing Neural Network for Solving Time-Varying Quadratic Programming " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ Dec 10, 2021 ] " Late Fusion Multiple Kernel Clustering with Local Kernel Alignment Maximization " has been accepted by IEEE Transactions on Multimedia (IEEE TMM) .

[ Dec 1, 2021 ] Four papers have been accepted by AAAI Conference on Artificial Intelligence (AAAI) 2022 .

[ Nov 23, 2021 ] " Fast Parameter-free Multi-view Subspace Clustering with Consensus Anchor Guidance " has been accepted by IEEE Transactions on Image Processing (IEEE TIP) .

[ Nov 07, 2021 ] " Localized Incomplete Multiple Kernel k-means with Matrix-induced Regularization " has been accepted by IEEE Transactions on Cybernetics (IEEE TCYB) .

[ Oct 05, 2021 ] Served as " Associated Editor " of IEEE TNNLS .

[ Sep. 28, 2021 ] " Incomplete Multiple Kernel Alignment Maximization for Clustering " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ Sep. 26, 2021 ] " Late Fusion Multiple Kernel Clustering with Proxy Graph Refinement " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ August 25, 2021 ] " Platform-Oriented Event Time Allocation " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ July 23, 2021 ] Two papers have been accepted by IEEE International Conference on Computer Vision (ICCV) 2021 .

[ July 4, 2021 ] Four papers have been accepted by ACM Multimedia (MM) 2021 .

[ June 26, 2021 ] " Multiple Kernel Clustering with Compressed Subspace Alignment " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ June 16, 2021 ] " A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ May 22, 2021 ] " Projective Multiple Kernel Subspace Clustering " has been accepted by IEEE Transactions on Multimedia (IEEE TMM) .

[ May 08, 2021 ] " One Pass Late Fusion Multi-view Clustering " has been accepted by ICML-2021 (International Conference on Machine Learning) .

[ April 29, 2021 ] " Hyperspectral Band Selection via Spatial-Spectral Weighted Region-wise Multiple Graph Fusion-Based Spectral Clustering " has been accepted by IJCAI-21 (the 30th International Joint Conference on Artificial Intelligence) .

[ Mar 25, 2021 ] " Multi-view Subspace Clustering via Co-training Robust Data Representation " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ Mar 23, 2021 ] " Consensus Graph Learning for Multi-view Clustering " has been accepted by IEEE Transactions on Multimedia (IEEE TMM) .

[ Dec 16, 2020 ] " Cross-view Locality Preserved Diversity and Consensus Learning for Multi-view Unsupervised Feature Selection " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ Dec 16, 2020 ] " Consensus One-step Multi-view Subspace Clustering " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ Dec 2, 2020 ] " Hierarchical Multiple Kernel Clustering " has been accepted by AAAI2021 .

[ Dec 2, 2020 ] " Deep Fusion Clustering Network " has been accepted by AAAI2021 .

[ Dec 2, 2020 ] " Neighborhood Consensus Networks for Unsupervised Multi-view Outlier Detection " has been accepted by AAAI2021 .

[ Dec 1, 2020 ] " A Variable-Parameter Noise-Tolerant Zeroing Neural Network for Time-Variant Matrix Inversion with Guaranteed Robustness " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ Sep 14, 2020 ] " Multi-View Spectral Clustering with High-Order Optimal Neighborhood Laplacian Matrix " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ July 31, 2020 ] " Optimal Neighborhood Multiple Kernel Clustering with Adaptive Local Kernels " has been accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) .

[ July 26, 2020 ] " Defusionnet: Defocus Blur Detection via Recurrently Fusing and Refining Multi-scale Deep Features " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .

[ July 9, 2020 ] Served as an " Editorial Board Member " with Information Fusion .

[ April 20, 2020 ] " Joint Multi-view 2D Convolutional Neural Networks for 3D Object Classification " has been accepted by IJCAI 2020 .

[ April 11, 2020 ] Promoted to be " IEEE Senior member ".

[ March 29, 2020 ] " Self-paced Clustering Ensemble " has been accepted by IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) .

[ March 17, 2020 ] " BR ² Net: Defocus Blur Detection via Bi-directional Channel Attention Residual Refining Network " has been accepted by IEEE Transactions on Multimedia (IEEE TMM) .

[ February 13, 2020 ] " Efficient and Effective Regularized Incomplete Multi-view Clustering " has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) .