Cost-effective Closed-loop Bilevel Robust Optimization for Joint Chance-constrained Economic Dispatch.
Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025
Self-Improving Online Storage Control for Stable Wind Power Commitment.
IEEE Trans. Smart Grid, July, 2024
Privacy Preserving User Energy Consumption Profiling: From Theory to Application.
IEEE Trans. Smart Grid, 2024
Overcoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization.
CoRR, 2024
Robust Scheduling of Thermostatically Controlled Loads With Statistically Feasible Guarantees.
IEEE Trans. Smart Grid, September, 2023
Learning-Aided Framework for Storage Control Facing Renewable Energy.
IEEE Syst. J., March, 2023
Deadline Differentiated Dynamic EV Charging Price Menu Design.
IEEE Trans. Smart Grid, 2023
High-resolution probabilistic load forecasting: A learning ensemble approach.
J. Frankl. Inst., 2023
Online Storage Control for Stable Wind Power Commitment via Lyapunov Optimization.
Proceedings of the IEEE Sustainable Power and Energy Conference, 2023
Robust Online EV Charging Scheduling with Statistical Feasibility.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Effective End-to-End Learning Framework for Economic Dispatch.
IEEE Trans. Netw. Sci. Eng., 2022
Privacy Preserving in Non-Intrusive Load Monitoring: A Differential Privacy Perspective.
IEEE Trans. Smart Grid, 2021
Mobility Data-driven Complete Dispatch Framework for the Ride-hailing Platform.
Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021
Efficiency or Fairness?: Carpooling Design for Online Ride-hailing Platform in Transport Hubs at Midnight.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
Storage-Aided Service Surcharge Design for EV Charging Stations.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Effective End-to-End Learning Framework for Economic Dispatch.
CoRR, 2020