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Jinyu Cai
Jinyu Cai
Postdoc, Institute of Data Science, National University of Singapore
在 nus.edu.sg 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
812022
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
502022
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
352021
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
232022
Perturbation Learning Based Anomaly Detection
J Cai, J Fan
Advances in Neural Information Processing Systems (NeurIPS) 35, 14317-14330, 2022
192022
Unsupervised discriminative feature representation via adversarial auto-encoder
W Guo, J Cai, S Wang
Applied Intelligence 50 (4), 1155-1171, 2020
192020
Unsupervised deep discriminant analysis based clustering
J Cai, W Guo, J Fan
arXiv preprint arXiv:2206.04686, 2022
52022
Stacked sparse auto-encoder for deep clustering
J Cai, S Wang, W Guo
2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2019
42019
Deep Orthogonal Hypersphere Compression for Anomaly Detection
Y Zhang, Y Sun, J Cai, J Fan
International Conference on Learning Representations (ICLR Spotlight), 2023
3*2023
Self-discriminative modeling for anomalous graph detection
J Cai, Y Zhang, J Fan
arXiv preprint arXiv:2310.06261, 2023
32023
Deep graph-level clustering using pseudo-label-guided mutual information maximization network
J Cai, Y Han, W Guo, J Fan
Neural Computing and Applications 36 (16), 9551-9566, 2024
22024
Wasserstein embedding learning for deep clustering: A generative approach
J Cai, Y Zhang, S Wang, J Fan, W Guo
IEEE Transactions on Multimedia, 2024
22024
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 Masked Graph Node Clustering
J Yang, J Cai, L Zhong, Y Pi, S Wang
IEEE Transactions on Computational Social Systems, 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
Kernel Readout for Graph Neural Networks
J Yu, Z Wu, J Cai, AL Jia, J Fan
UNSUPERVISED CLUSTERING FOR DISTORTED IMAGE WITH DENOISING FEATURE LEARNING
Q Lin, J Cai, G Liu
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