Graph Convolutional Contrastive Learning for Few-Shot Open-Set Fault Diagnosis in Electro-Hydrostatic Actuators.

Guozhu Zhi

Zhen Jia Zhifei Li Kai Wang 0086 Guozhu Zhi Zhenbao Liu Chi-Man Vong Graph Convolutional Contrastive Learning for Few-Shot Open-Set Fault Diagnosis in Electro-Hydrostatic Actuators. 2026 3076-3092 62 IEEE Trans. Aerosp. Electron. Syst. https://doi.org/10.1109/TAES.2025.3644834 db/journals/taes/taes62.html#JiaLWZLV26 streams/journals/taes

Bodi Ma Sili Yang Yong Tang Guozhu Zhi Kelin Zhong Zhenbao Liu Attention-Guided Reinforcement Learning for Visual Servoing Control of Multirotor UAVs. 2026 4156-4167 62 IEEE Trans. Aerosp. Electron. Syst. https://doi.org/10.1109/TAES.2025.3650551 db/journals/taes/taes62.html#MaYTZZL26 streams/journals/taes

Zhenbao Liu Shengdong Wang Zhen Jia Yong Tang Guozhu Zhi Xiao Wang 0025 Bidirectional Cross-Attention Domain Adaption Transformer Network for Aircraft EMA Fault Diagnosis Under Varying Working Conditions. 9584-9600 2025 August 61 IEEE Trans. Aerosp. Electron. Syst. 4 https://doi.org/10.1109/TAES.2025.3556808 db/journals/taes/taes61.html#LiuWJTZW25 streams/journals/taes

Shengdong Wang Zhenbao Liu Zhen Jia Yong Tang Guozhu Zhi Xiao Wang 0025 Fault Detection for UAVs With Spatial-Temporal Learning on Multivariate Flight Data. 1-17 2024 73 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2024.3440387 db/journals/tim/tim73.html#WangLJTZW24 streams/journals/tim

Zhen Jia Zhifei Li Zhenbao Liu Bodi Ma Yong Tang Chi-Man Vong Kai Wang 0086 Shengdong Wang Xiao Wang 0025 Sili Yang Kelin Zhong