Publications

1. Over-smoothing Relief Graph Convolutional Network-Based Fault Diagnosis Method With Application to the Rectifier of High-Speed Trains

Jiamin Xu, Haobin Ke (co-first author), et al.
IEEE Transactions on Industrial Informatics, 2022
(Accepted)

2. Multi-Channel Domain Adaptation Graph Convolutional Networks-Based Fault Diagnosis Method With Its Application

Zhiwen Chen, Haobin Ke (co-first author), et al.
IEEE Transactions on Industrial Informatics, 2023
(Accepted)

3. Time-frequency Hypergraph Neural Network for Rotating Machinery Fault Diagnosis with Limited Data

Haobin Ke, Zhiwen Chen, et al.
IEEE 12th Data Driven Control and Learning Systems Conference, 2023
(Best Paper Award Finalist)

4. Self-adaptive selection graph pooling based fault diagnosis method under few samples and noisy environment

Haobin Ke, Zhiwen Chen, et al.
ISA transactions, 2024
(Accepted)

5. Adversarial Signed Graph Learning with Differential Privacy

Haobin Ke, Sen Zhang, et al.
SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026
(Accepted)