2025
Instance-Dependent Inaccurate Label Distribution Learning.
IEEE Trans. Neural Networks Learn. Syst., January, 2025
Progressive label enhancement.
Pattern Recognit., 2025
2024
AME-LSIFT: Attention-Aware Multi-Label Ensemble With Label Subset-SpecIfic FeaTures.
IEEE Trans. Knowl. Data Eng., December, 2024
An Integrated Intra-View and Inter-View Framework for Multiple Traffic Variable Data Simultaneous Recovery.
IEEE Trans. Intell. Transp. Syst., November, 2024
Efficient and Robust Freeway Traffic Speed Estimation Under Oblique Grid Using Vehicle Trajectory Data.
IEEE Trans. Intell. Transp. Syst., November, 2024
Superpixel Graph Contrastive Clustering With Semantic-Invariant Augmentations for Hyperspectral Images.
IEEE Trans. Circuits Syst. Video Technol., November, 2024
Inaccurate Label Distribution Learning.
IEEE Trans. Circuits Syst. Video Technol., October, 2024
Ensemble Clustering via Co-Association Matrix Self-Enhancement.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
3-D Deployment of UAV-BSs for Effective Communication Coverage.
IEEE Internet Things J., July, 2024
A Flexible and Robust Tensor Completion Approach for Traffic Data Recovery With Low-Rankness.
IEEE Trans. Intell. Transp. Syst., March, 2024
Ori-Net: Orientation-guided Neural Network for Automated Coronary Arteries Segmentation.
Expert Syst. Appl., March, 2024
Unlabeled Data Guided Partial Label Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024
Discriminative Low-Rank Representation for HSI Clustering.
IEEE Geosci. Remote. Sens. Lett., 2024
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence.
CoRR, 2024
Mixed Blessing: Class-Wise Embedding guided Instance-Dependent Partial Label Learning.
CoRR, 2024
Learnable Similarity and Dissimilarity Guided Symmetric Non-Negative Matrix Factorization.
CoRR, 2024
Similarity and Dissimilarity Guided Co-association Matrix Construction for Ensemble Clustering.
CoRR, 2024
Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation.
CoRR, 2024
Towards Better Performance in Incomplete LDL: Addressing Data Imbalance.
CoRR, 2024
Inaccurate Label Distribution Learning with Dependency Noise.
CoRR, 2024
Semi-supervised Symmetric Matrix Factorization with Low-Rank Tensor Representation.
CoRR, 2024
Towards Calibrated Deep Clustering Network.
CoRR, 2024
Segmentation of coronary artery based on discriminative frequency learning and coronary-geometric refinement.
Comput. Biol. Medicine, 2024
On the Adversarial Robustness of Hierarchical Classification.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024
Noisy Label Removal for Partial Multi-Label Learning.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
FairMatch: Promoting Partial Label Learning by Unlabeled Samples.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Exploiting Multi-Label Correlation in Label Distribution Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Label Distribution Learning from Logical Label.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Long-Tailed Partial Label Learning by Head Classifier and Tail Classifier Cooperation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
MemGCN: memory-augmented graph neural network for predict conduction disturbance after transcatheter aortic valve replacement.
Appl. Intell., November, 2023
Deep Attention-Guided Graph Clustering With Dual Self-Supervision.
IEEE Trans. Circuits Syst. Video Technol., July, 2023
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation.
IEEE Trans. Circuits Syst. Video Technol., July, 2023
Pseudo Label Rectification With Joint Camera Shift Adaptation and Outlier Progressive Recycling for Unsupervised Person Re-Identification.
IEEE Trans. Intell. Transp. Syst., March, 2023
EGRC-Net: Embedding-Induced Graph Refinement Clustering Network.
IEEE Trans. Image Process., 2023
RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Inter-label Correlations.
CoRR, 2023
Exploiting Multi-Label Correlation in Label Distribution Learning.
CoRR, 2023
Data Augmentation For Label Enhancement.
CoRR, 2023
Inaccurate Label Distribution Learning.
CoRR, 2023
Partial Label Learning with Dissimilarity Propagation guided Candidate Label Shrinkage.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Complementary Classifier Induced Partial Label Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Semantic Dissimilarity Guided Locality Preserving Projections for Partial Label Dimensionality Reduction.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Improving the Adversarial Robustness of Deep Neural Networks via Efficient Two-Stage Training.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023
2022
Adaptive Attribute and Structure Subspace Clustering Network.
IEEE Trans. Image Process., 2022
Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery.
IEEE Trans. Cybern., 2022
Maximum Entropy Subspace Clustering Network.
IEEE Trans. Circuits Syst. Video Technol., 2022
Learning Low-Rank Graph With Enhanced Supervision.
IEEE Trans. Circuits Syst. Video Technol., 2022
Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification.
IEEE Trans. Circuits Syst. Video Technol., 2022
Self-Supervised Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2022
Local Low-Rank Approximation With Superpixel-Guided Locality Preserving Graph for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Spectral Reweighting and Spectral Similarity Weighting for Sparse Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022
Graph Augmentation Clustering Network.
CoRR, 2022
A Parameter-free Nonconvex Low-rank Tensor Completion Model for Spatiotemporal Traffic Data Recovery.
CoRR, 2022
Multi-label Classification with High-rank and High-order Label Correlations.
CoRR, 2022
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation.
CoRR, 2022
2021
Joint Optimization for Pairwise Constraint Propagation.
IEEE Trans. Neural Networks Learn. Syst., 2021
Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA.
IEEE Trans. Neural Networks Learn. Syst., 2021
Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Image Process., 2021
Superpixel Segmentation Based on Spatially Constrained Subspace Clustering.
IEEE Trans. Ind. Informatics, 2021
Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization.
IEEE Trans. Cybern., 2021
Positive and Negative Label-Driven Nonnegative Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2021
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation.
IEEE Trans. Circuits Syst. Video Technol., 2021
Active <i>k</i>-labelsets ensemble for multi-label classification.
Pattern Recognit., 2021
No-reference image quality assessment for contrast-changed images via a semi-supervised robust PCA model.
Inf. Sci., 2021
Attention-driven Graph Clustering Network.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Clustering Ensemble Meets Low-rank Tensor Approximation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Applying Exponential Family Distribution to Generalized Extreme Learning Machine.
IEEE Trans. Syst. Man Cybern. Syst., 2020
Clustering-Aware Graph Construction: A Joint Learning Perspective.
IEEE Trans. Signal Inf. Process. over Networks, 2020
Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2020
Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2020
Non-Negative Transfer Learning With Consistent Inter-Domain Distribution.
IEEE Signal Process. Lett., 2020
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries.
IEEE Geosci. Remote. Sens. Lett., 2020
2019
Superpixel Segmentation Based on Square-Wise Asymmetric Partition and Structural Approximation.
IEEE Trans. Multim., 2019
Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization.
IEEE Trans. Image Process., 2019
Sparse Bayesian Learning-Based Kernel Poisson Regression.
IEEE Trans. Cybern., 2019
Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Imbalance-aware Pairwise Constraint Propagation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019
2018
Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2018
Semi-Supervised Spectral Clustering With Structured Sparsity Regularization.
IEEE Signal Process. Lett., 2018
Nonnegative matrix factorization with mixed hypergraph regularization for community detection.
Inf. Sci., 2018
Convex Constrained Clustering with Graph-Laplacian Pca.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018
Mutual Information Based K-Labelsets Ensemble for Multi-Label Classification.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
2017
Joint Machine Learning and Game Theory for Rate Control in High Efficiency Video Coding.
IEEE Trans. Image Process., 2017
NSSRF: global network similarity search with subgraph signatures and its applications.
Bioinform., 2017
Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Multiscale phase congruency analysis for image edge visual saliency detection.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016
2015
A Novel Multiple Instance Learning Method Based on Extreme Learning Machine.
Comput. Intell. Neurosci., 2015