Publications

You can also find my publications on my Google Scholar profile.

Under review

• X. Huo, B. Liu, M. Liu, J. Dong, and J. Lian, “Optimal management of residential energy buildings via enhanced safe reinforcement learning”.
• X. Huo and M. Liu, “On privacy preservation of electric vehicle charging control via state obfuscation,” in Proceedings of the the 62nd IEEE Conference on Decision and Control, Singapore, Dec. 13-15 2023, accepted.

arXiv

• X. Huo and M. Liu, “Privacy-preserving distributed energy resource control with decentralized cloud computing, ” arXiv preprint arXiv: 2301.02198 [math.OC], pp. 1-7, 2023.

Journal papers

• X. Huo, J. Dong, B. Cui, B. Liu, J. Lian, and M. Liu, “Two-level decentralized-centralized control of distributed energy resources in grid‐interactive efficient buildings,” IEEE Control System Letters.
• X. Huo and M. Liu, “Distributed privacy-preserving electric vehicle charging control based on secret sharing,” Electric Power Systems Research.
• X. Huo and M. Liu, “Privacy-preserving decentralized multi-agent cooperative optimization – paradigm design and privacy analysis,” IEEE Control Systems Letters, vol. 6, pp. 824-829, 2021.
• X. Huo and M. Liu, “Encrypted Decentralized Multi-Agent Optimization for Privacy Preservation in Cyber-Physical Systems”, IEEE Transactions on Industrial Informatics, pp. 1-8, 2021.
• X. Huo and M. Liu, “Two-facet scalable cooperative optimization of multi-agent systems in the networked environment”, IEEE Transactions on Control Systems Technology, pp. 1-16, 2020

Conference papers

• M. Fakouri Fard, X. Huo, and M. Liu, “Exploration of for-purpose decentralized algorithmic cyber attacks in EV charging control”, in Proceedings of the International Symposium on Industrial Electronics, Helsinki-Espoo, Finland, Jun. 19 – Jun. 21, 2023.
• M.G. Dastgir, X. Huo, and M. Liu, “Multi-agent reinforcement learning based electric vehicle charging control for grid-level services,” in Proceedings of the Annual Conference of the IEEE Industrial Electronics Society, Brussels, Belgium, Oct. 17-20, 2022.
• X. Huo and M. Liu, “A Secret-Sharing Based Privacy-Preserving Distributed Energy Resource Control Framework,” in Proceedings of the IEEE International Symposium on Industrial Electronics, Anchorage, Alaska, Jun. 1-3, 2022.
• X. Huo and M. Liu, “Distributed privacy-preserving electric vehicle charging control based on secret sharing,” in Proceedings of the Power Systems Computation Conference, Porto, Portugal, Jun. 27-Jul. 1, 2022.
• X. Huo and M. Liu, “Privacy-preserving decentralized multi-agent cooperative optimization – paradigm design and privacy analysis,” in Proceedings of the IEEE Conference on Decision and Control, Austin, TX, USA, Dec. 13-17, 2021.
• X. Huo and M. Liu, “A novel cryptography-based privacy-preserving decentralized optimization paradigm,” in Proceedings of the IEEE International Conference on Industrial Cyber-Physical Systems, Victoria, BC, Canada, May 10-12, 2021.
• X. Huo and M. Liu, “Privacy-preserving decentralized optimization using homomorphic encryption,” in Proceedings of the IFAC Workshop on Cyber-Physical & Human Systems, Beijing, China, Dec. 3-5, 2020.
• X. Huo and M. Liu, ”Decentralized electric vehicle charging control via a novel shrunken primal-multi-dual subgradient (SPMDS) algorithm,” in Proceedings of the IEEE Conference on Decision and Control, Jeju Island, Korea (South), pp. 1367-1373, Dec. 14-18, 2020.

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