2024
Feature Space Recovery for Efficient Incomplete Multi-View Clustering.
IEEE Trans. Knowl. Data Eng., September, 2024
Self-Weighted Contrastive Fusion for Deep Multi-View Clustering.
IEEE Trans. Multim., 2024
Multi-View MERA Subspace Clustering.
IEEE Trans. Multim., 2024
Cross-Domain Low-Dose CT Image Denoising With Semantic Preservation and Noise Alignment.
IEEE Trans. Multim., 2024
Customizing graph neural networks using path reweighting.
Inf. Sci., 2024
A novel federated multi-view clustering method for unaligned and incomplete data fusion.
Inf. Fusion, 2024
SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering.
CoRR, 2024
S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering.
CoRR, 2024
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Cross-View Mutual Learning for Semi-Supervised Medical Image Segmentation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Cross-view Contrastive Unification Guides Generative Pretraining for Molecular Property Prediction.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Cross-View Contrastive Fusion for Enhanced Molecular Property Prediction.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Simple Contrastive Multi-View Clustering with Data-Level Fusion.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Integrating Vision-Language Semantic Graphs in Multi-View Clustering.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Dynamic Weighted Graph Fusion for Deep Multi-View Clustering.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
S<sup>2</sup>MVTC: A Simple Yet Efficient Scalable Multi-View Tensor Clustering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Sparse Bayesian Deep Learning for Cross Domain Medical Image Reconstruction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
UNTIE: Clustering analysis with disentanglement in multi-view information fusion.
Inf. Fusion, December, 2023
Boosting adversarial robustness via self-paced adversarial training.
Neural Networks, October, 2023
CDDnet: Cross-domain denoising network for low-dose CT image via local and global information alignment.
Comput. Biol. Medicine, September, 2023
Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering.
IEEE Trans. Knowl. Data Eng., July, 2023
DC-FUDA: Improving deep clustering via fully unsupervised domain adaptation.
Neurocomputing, March, 2023
Adaptive Feature Projection With Distribution Alignment for Deep Incomplete Multi-View Clustering.
IEEE Trans. Image Process., 2023
Edge enhancement improves adversarial robustness in image classification.
Neurocomputing, 2023
Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios.
CoRR, 2023
Self-Paced Neutral Expression-Disentangled Learning for Facial Expression Recognition.
CoRR, 2023
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Generative Neutral Features-Disentangled Learning for Facial Expression Recognition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Preserving Local and Global Information: An Effective Metric-based Subspace Clustering.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Federated Deep Multi-View Clustering with Global Self-Supervision.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Deep Multi-view Subspace Clustering with Anchor Graph.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
MHCN: A Hyperbolic Neural Network Model for Multi-view Hierarchical Clustering.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Dual Label-Guided Graph Refinement for Multi-View Graph Clustering.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
TEMDnet: A Novel Deep Denoising Network for Transient Electromagnetic Signal With Signal-to-Image Transformation.
IEEE Trans. Geosci. Remote. Sens., 2022
Self-paced annotations of crowd workers.
Knowl. Inf. Syst., 2022
Variational Graph Generator for Multi-View Graph Clustering.
CoRR, 2022
Deep Clustering: A Comprehensive Survey.
CoRR, 2022
Deep Embedded Multi-View Clustering via Jointly Learning Latent Representations and Graphs.
CoRR, 2022
EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer.
Comput. Biol. Medicine, 2022
BS-80K: The first large open-access dataset of bone scan images.
Comput. Biol. Medicine, 2022
Multi-view Subspace Clustering on Topological Manifold.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Self-Paced Label Distribution Learning for In-The-Wild Facial Expression Recognition.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Learning Smooth Representation for Multi-view Subspace Clustering.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Contrastive Multi-view Hyperbolic Hierarchical Clustering.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
ClusterUDA: Latent Space Clustering in Unsupervised Domain Adaption for Pulmonary Nodule Detection.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Shared-Attribute Multi-Graph Clustering with Global Self-Attention.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Cross Domain Low-Dose CT Image Denoising With Semantic Information Alignment.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Multi-level Feature Learning for Contrastive Multi-view Clustering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Dual self-paced multi-view clustering.
Neural Networks, 2021
Deep embedded multi-view clustering with collaborative training.
Inf. Sci., 2021
Probability-based Mask R-CNN for pulmonary embolism detection.
Neurocomputing, 2021
Machine learning based early mortality prediction in the emergency department.
Int. J. Medical Informatics, 2021
Self-Paced Deep Regression Forests with Consideration on Ranking Fairness.
CoRR, 2021
EEGDnet: Fusing Non-Local and Local Self-Similarity for 1-D EEG Signal Denoising with 2-D Transformer.
CoRR, 2021
Contrastive Multi-Modal Clustering.
CoRR, 2021
Graph Attention Networks with LSTM-based Path Reweighting.
CoRR, 2021
RIDnet: Radiologist-Inspired Deep Neural Network for Low-dose CT Denoising.
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CoRR, 2021
Self-supervised Discriminative Feature Learning for Multi-view Clustering.
CoRR, 2021
Non-Linear Fusion for Self-Paced Multi-View Clustering.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Crowdsourcing with Self-paced Workers.
Proceedings of the IEEE International Conference on Data Mining, 2021
Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
Latent Dirichlet allocation based generative adversarial networks.
Neural Networks, 2020
Deep density-based image clustering.
Knowl. Based Syst., 2020
Self-paced and auto-weighted multi-view clustering.
Neurocomputing, 2020
Regularized nonnegative matrix factorization with adaptive local structure learning.
Neurocomputing, 2020
A Subword Guided Neural Word Segmentation Model for Sindhi.
CoRR, 2020
Self-Paced Deep Regression Forests with Consideration on Underrepresented Samples.
CoRR, 2020
Improving Contextual Language Models for Response Retrieval in Multi-Turn Conversation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Task-Driven Deep Learning for LDCT Image Denoising.
Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020
Low-Dose CT Image Blind Denoising with Graph Convolutional Networks.
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Self-Paced Deep Regression Forests with Consideration on Underrepresented Examples.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Drug repositioning based on individual bi-random walks on a heterogeneous network.
BMC Bioinform., December, 2019
Self-paced and soft-weighted nonnegative matrix factorization for data representation.
Knowl. Based Syst., 2019
Self-paced multi-task clustering.
Neurocomputing, 2019
Parallel boosted clustering.
Neurocomputing, 2019
Semi-supervised deep embedded clustering.
Neurocomputing, 2019
Self-Paced Deep Regression Forests for Facial Age Estimation.
CoRR, 2019
Stratified Feature Sampling for Semi-Supervised Ensemble Clustering.
IEEE Access, 2019
Self-Paced Multi-View Clustering via a Novel Soft Weighted Regularizer.
IEEE Access, 2019
Ranking-Based Deep Cross-Modal Hashing.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Robust multi-view data clustering with multi-view capped-norm K-means.
Neurocomputing, 2018
Latent Dirichlet Allocation in Generative Adversarial Networks.
CoRR, 2018
Semi-supervised DenPeak Clustering with Pairwise Constraints.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018
Self-Paced Multi-Task Multi-View Capped-norm Clustering.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
2017
Weighted-object ensemble clustering: methods and analysis.
Knowl. Inf. Syst., 2017
Weighted Local Naive Bayes Link Prediction.
J. Inf. Process. Syst., 2017
A balanced modularity maximization link prediction model in social networks.
Inf. Process. Manag., 2017
Balanced self-paced learning with feature corruption.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Learning from semantically dependent multi-tasks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Robust Softmax Regression for Multi-class Classification with Self-Paced Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Semi-supervised Multi-label Linear Discriminant Analysis.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Regularized Multi-source Matrix Factorization for Diagnosis of Alzheimer's Disease.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
2014
A Weighted Adaptive Mean Shift Clustering Algorithm.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Boosted Mean Shift Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
2013
Exploiting neighbors' latent correlation for link prediction in complex network.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013
Weighted-Object Ensemble Clustering.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
Local and global structure preserving based feature selection.
Neurocomputing, 2012
Active delay variation control for improving fault tolerance in an avionics network.
Proceedings of the 9th IEEE International Workshop on Factory Communication Systems, 2012
2011
Random subspace based semi-supervised feature selection.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011