Multivariate Time Series Forecasting Based on Causal Inference with Transfer Entropy and Graph Neural Network. - Haoyan Xu; Yida Huang; Ziheng Duan; Jie Feng 006; Pengyu Song (CoRR, 2020)

Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning. - Haoyan Xu; Runjian Chen; Yunsheng Bai; Jie Feng 006; Ziheng Duan; Ke Luo; Yizhou Sun; Wei Wang 010 (CoRR, 2020)

Graph Partitioning and Graph Neural Network based Hierarchical Graph Matching for Graph Similarity Computation. - Haoyan Xu; Ziheng Duan; Jie Feng 006; Runjian Chen; Yida Huang; Yueyang Wang (CoRR, 2020)

Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting. - Haoyan Xu; Ziheng Duan; Yida Huang; Jie Feng 006; Anni Ren; Qianru Zhang; Pengyu Song; Xiaoqian Wang 001 (CoRR, 2020)

Modeling Complex Spatial Patterns with Temporal Features via Heterogenous Graph Embedding Networks. - Yida Huang; Haoyan Xu; Ziheng Duan; Anni Ren; Jie Feng 006; Qianru Zhang; Xiaoqian Wang 001 (CoRR, 2020)

Graph partitioning and graph neural network based hierarchical graph matching for graph similarity computation. - Haoyan Xu; Ziheng Duan; Yueyang Wang; Jie Feng 006; Runjian Chen; Qianru Zhang; Zhongbin Xu (Neurocomputing, 2021)

Stability Constrained Reinforcement Learning for Real-Time Voltage Control in Distribution Systems. - Jie Feng 006; Yuanyuan Shi; Guannan Qu; Steven H. Low; Anima Anandkumar; Adam Wierman (CoRR, 2022)

MTHetGNN: A heterogeneous graph embedding framework for multivariate time series forecasting. - Yueyang Wang; Ziheng Duan; Yida Huang; Haoyan Xu; Jie Feng 006; Anni Ren (Pattern Recognit. Lett., 2022)

Bridging Transient and Steady-State Performance in Voltage Control: A Reinforcement Learning Approach With Safe Gradient Flow. - Jie Feng 006; Wenqi Cui; Jorge Cortés 001; Yuanyuan Shi (IEEE Control. Syst. Lett., 2023)

Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function Discovery. - Jie Feng 006; Haohan Zou; Yuanyuan Shi (CoRR, 2024)

Online Event-Triggered Switching for Frequency Control in Power Grids with Variable Inertia. - Jie Feng 006; Wenqi Cui; Jorge Cortés 001; Yuanyuan Shi (CoRR, 2024)

Stability-Constrained Learning for Frequency Regulation in Power Grids With Variable Inertia. - Jie Feng 006; Manasa Muralidharan; Rodrigo Henriquez-Auba; Patricia Hidalgo-Gonzalez; Yuanyuan Shi (IEEE Control. Syst. Lett., 2024)

Stability Constrained Reinforcement Learning for Decentralized Real-Time Voltage Control. - Jie Feng 006; Yuanyuan Shi; Guannan Qu; Steven H. Low; Anima Anandkumar; Adam Wierman (IEEE Trans. Control. Netw. Syst., 2024)

Stability Constrained Voltage Control in Distribution Grids with Arbitrary Communication Infrastructure. - Zhenyi Yuan; Jie Feng 006; Yuanyuan Shi; Jorge Cortés 001 (CoRR, 2025)