Suivre
Jinyu Cai
Jinyu Cai
Postdoc, Institute of Data Science, National University of Singapore
Adresse e-mail validée de nus.edu.sg - Page d'accueil
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Année
Efficient deep embedded subspace clustering
J Cai, J Fan, W Guo, S Wang, Y Zhang, Z Zhang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
612022
An overview of unsupervised deep feature representation for text categorization
S Wang, J Cai, Q Lin, W Guo
IEEE Transactions on Computational Social Systems 6 (3), 504-517, 2019
562019
Unsupervised deep clustering via contractive feature representation and focal loss
J Cai, S Wang, C Xu, W Guo
Pattern Recognition 123, 108386, 2022
472022
Unsupervised embedded feature learning for deep clustering with stacked sparse auto-encoder
J Cai, S Wang, W Guo
Expert Systems with Applications 186, 115729, 2021
302021
Deep image clustering by fusing contrastive learning and neighbor relation mining
C Xu, R Lin, J Cai, S Wang
Knowledge-Based Systems 238, 107967, 2022
222022
Unsupervised discriminative feature representation via adversarial auto-encoder
W Guo, J Cai, S Wang
Applied Intelligence 50 (4), 1155-1171, 2020
192020
Perturbation Learning Based Anomaly Detection
J Cai, J Fan
Advances in Neural Information Processing Systems (NeurIPS) 35, 14317-14330, 2022
162022
Stacked sparse auto-encoder for deep clustering
J Cai, S Wang, W Guo
2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2019
52019
Unsupervised Deep Discriminant Analysis Based Clustering
J Cai, W Guo, J Fan
arXiv preprint arXiv:2206.04686, 2022
42022
Self-Discriminative Modeling for Anomalous Graph Detection
J Cai, Y Zhang, J Fan
arXiv preprint arXiv:2310.06261, 2023
22023
Unsupervised deep feature representation using adversarial auto-encoder
J Cai, S Wang, W Guo
2019 IEEE International Conference on Industrial Cyber Physical Systems …, 2019
22019
Label correction using contrastive prototypical classifier for noisy label learning
C Xu, R Lin, J Cai, S Wang
Information Sciences 649, 119647, 2023
12023
Deep graph-level clustering using pseudo-label-guided mutual information maximization network
J Cai, Y Han, W Guo, J Fan
Neural Computing and Applications, 1-16, 2024
2024
Wasserstein Embedding Learning for Deep Clustering: A Generative Approach
J Cai, Y Zhang, S Wang, J Fan, W Guo
IEEE Transactions on Multimedia, 2024
2024
FGAD: Self-boosted Knowledge Distillation for An Effective Federated Graph Anomaly Detection Framework
J Cai, Y Zhang, Z Lu, W Guo, S Ng
arXiv preprint arXiv:2402.12761, 2024
2024
Deep Orthogonal Hypersphere Compression for Anomaly Detection
Y Zhang, Y Sun, J Cai, J Fan
The Twelfth International Conference on Learning Representations (ICLR), 2023
2023
UNSUPERVISED CLUSTERING FOR DISTORTED IMAGE WITH DENOISING FEATURE LEARNING
Q Lin, J Cai, G Liu
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