Ruonan Liu

Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes

Dongyue Chen, Ruonan Liu, Qinghua Hu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 169 citations

Fault Diagnosis, Engineering, Machine Learning +16

Task-Sequencing Meta Learning for Intelligent Few-Shot Fault Diagnosis With Limited Data

Yidan Hu, Ruonan Liu, Xianling Li et al. · IEEE Transactions on Industrial Informatics · 2021 · 155 citations

Artificial Intelligence, Few-shot Learning, Fault Diagnosis +20

Electrically programmable phase-change photonic memory for optical neural networks with nanoseconds in situ training capability

Maoliang Wei, Junying Li, Zequn Chen et al. · Advanced Photonics · 2023 · 77 citations · Full text

Optical Materials, Engineering, Phase Change Memory +18

Coarse-to-Fine: Progressive Knowledge Transfer-Based Multitask Convolutional Neural Network for Intelligent Large-Scale Fault Diagnosis

Yu Wang, Ruonan Liu, Di Lin et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 71 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +15

Monolithic back-end-of-line integration of phase change materials into foundry-manufactured silicon photonics

Maoliang Wei, Kai Xu, Bo Tang et al. · Nature Communications · 2024 · 58 citations · Full text

Photonics, Electrical Engineering, Optical Materials +13