Yuan Tian

GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks

Qiang Huang, Makoto Yamada, Yuan Tian et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 335 citations

Geometric Learning, Engineering, Machine Learning +19

Learning Signed Network Embedding via Graph Attention

Yu Li, Yuan Tian, Jiawei Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 117 citations · Full text

Graph Neural Network, Engineering, Graph Theory +11

Real-time model calibration with deep reinforcement learning

Yuan Tian, Manuel Arias Chao, Chetan S. Kulkarni et al. · Mechanical Systems and Signal Processing · 2021 · 64 citations · Full text

Model Optimization, Engineering, Machine Learning +15

Reinforcement learning control of constrained dynamic systems with uniformly ultimate boundedness stability guarantee

Minghao Han, Yuan Tian, Lixian Zhang et al. · Automatica · 2021 · 61 citations · Full text

Learning to Calibrate Battery Models in Real-Time with Deep Reinforcement Learning

Ajaykumar Unagar, Yuan Tian, Manuel Arias Chao et al. · Energies · 2021 · 29 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18