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Papers
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location
AAAI 2025
Fast and Reliable $N - k$ Contingency Screening with Input-Convex Neural Networks
L4DC 2025
PowerPM: Foundation Model for Power Systems
NeurIPS 2024
QCQP-Net: Reliably learning feasible alternating current optimal power flow solutions under constraints
L4DC 2024
AdapSafe: Adaptive and Safe-Certified Deep Reinforcement Learning-Based Frequency Control for Carbon-Neutral Power Systems
AAAI 2023
Robust Training for AC-OPF (Student Abstract)
AAAI 2023
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance
AAAI 2023
Exploring the Vulnerability of Deep Reinforcement Learning-based Emergency Control for Low Carbon Power Systems
IJCAI 2022
PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems
L4DC 2022
Topological Machine Learning Methods for Power System Responses to Contingencies
AAAI 2021