2025
Hierarchical Learning-based Graph Partition for Large-scale Vehicle Routing Problems.
CoRR, February, 2025

Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
C-MORL: Multi-Objective Reinforcement Learning through Efficient Discovery of Pareto Front.
CoRR, 2024

Learning and Optimization for Price-Based Demand Response of Electric Vehicle Charging.
Proceedings of the American Control Conference, 2024

2023
Large Foundation Models for Power Systems.
CoRR, 2023

Laxity-Aware Scalable Reinforcement Learning for HVAC Control.
CoRR, 2023

Learning a Multi-Agent Controller for Shared Energy Storage System.
CoRR, 2023

2022
Learning Task-Aware Energy Disaggregation: a Federated Approach.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2016
Application of game theory for dynamic access control in security systems.
Int. J. High Perform. Comput. Netw., 2016

Dynamic trust evaluation in open networks.
Intell. Autom. Soft Comput., 2016

2015
Towards more pro-active access control in computer systems and networks.
Comput. Secur., 2015

2013
On the Security of Data Collection and Transmission from Wireless Sensor Networks in the Context of Internet of Things.
Int. J. Distributed Sens. Networks, 2013