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Publication
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T. Yuan, H.-M. Chung, and X. Fu, ”PP-MARL: Efficient Privacy-Preserving Multi-agent Reinforcement Learning for Cooperative Intelligence in Communication,” IEEE Network, Sep. 2024, doi: https://doi.org/10.1109/MNET.2023.3330877.
H.-M. Chung, S. Maharjan, Y. Zhang, F. Eliassen, and K. Strunz, ”Optimal Energy Trading with Demand Responses in Cloud Computing Enabled Virtual Power Plant in Smart Grids,” IEEE Trans. Cloud Comput., Vol. 10, no. 1, PP. 17–30, Jan. – Mar. 2022, doi: https://doi.org/10.1109/TCC.2021.3118563.
M. Zhang, F. Eliassen, A. Taherkordi, H.-A. Jacobsen, H.-M. Chung, and Y. Zhang, ”Demand Response Games for Peer-to-Peer Energy Trading with the Hyperledger Blockchain,” IEEE Trans. Syst., Man, Cybern. Syst., Vol. 52, no. 1, PP. 19–31, Jan. 2022, doi: https://doi.org/10.1109/TSMC.2021.3111135.
H.-M. Chung, S. Maharjan, Y. Zhang, F. Eliassen, and K. Strunz, ”Placement and Routing Optimization for Automated Inspection with UAVs: A Study in Offshore Wind Farm,” IEEE Trans. Ind. Informat., Vol. 17, no. 5, PP. 3032–3043, May 2021, doi: https://doi.org/10.1109/TII.2020.3004816.
H.-M. Chung, S. Maharjan, Y. Zhang, and F. Eliassen, ”Distributed Deep Reinforcement Learning for Intelligent Load Scheduling in Residential Smart Grids,” IEEE Trans. Ind. Informat., Vol. 17, no. 4, PP. 2752–2763, Apr. 2021, doi: https://doi.org/10.1109/TII.2020.3007167.
H.-M. Chung, S. Maharjan, Y. Zhang, and F. Eliassen, ”Intelligent Charging Management of Electric Vehicles Considering Dynamic User Behavior and Renewable Energy: A Stochastic Game Approach,” IEEE Trans. Intell. Transp. Syst., Vol. 22, no. 12, PP. 7760–7771, Dec. 2021, doi: https://doi.org/10.1109/TITS.2020.3008279.
1. H.-M. Chung, W.-T. Li, C. Y., C.-K. Wen, W. T. Li and N. Crespi, " Electric Vehicle Charge Scheduling Mechanism to Maximize Cost Efficiency and User Convenience," IEEE trans. on Smart Grid, Vol. 10, no. 3, PP. 3020 - 3030, May 2019 . [IEEE] [Arxiv]
2. H.-M. Chung, W.-T. Li, C. Yuen, W.-H. Chung, and C.-K. Wen, " Local Cyber-Physical Attack for Masking Line Outage and Topology Attack in Smart Grid," IEEE trans. on Smart Grid, Vol. 10, no. 4, PP. 4577 - 4588, Jul. 2019. [IEEE] [Arxiv]
1. J.-C. Chen, H.-M. Chung, C.-K. Wen, W. T. Li and J. H. Teng, " State Estimation from Low-Precision Measurements, " IEEE Access, Vol. 5, PP. 22713 - 22723, Sep. 2017. [IEEE] [Arxiv]
T. Yuan, H.-M. Chung, J. Yuan, and X. Fu, “DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning”, in Proc. 37th AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA, Feb. 2023, doi: https://doi.org/10.1609/aaai.v37i10.26389.
H.-M. Chung, S. Maharjan, Y. Zhang, F. Eliassen, and T. Yuan, ``Edge Intelligence Empowered UAVs for Automated Wind Farm Monitoring in Smart Grids,'' in Proc. IEEE Global Comm. Conf. (IEEE GLOBECOM), Taipei, Taiwan, Dec. 2020.
Z. Chen, Q. He, Z. Mao, H.-M. Chung, and S. Maharjan, " A Study on the Characteristics of Douyin Short Videos and Implications for Edge Caching, " in Proc. ACM TURC SIGCOMM China Symposium, Chengdu, China, May 2019.
M. Zhang, F. Eliassen A. Taherkordi, H.-J. Jacobsen, H.-M. Chung, "Energy Trading with Demand Response in a Community-based P2P Energy Market," in Proc. IEEE 10th Int. Conf. Commun., Contr., Comput. Technol. Smart Grid (2019 IEEE SmartGridComm), Beijing, China, Oct. 2019.
H.-M. Chung, W.-T. Li, C. Yuen, W.-H. Chung, and C.-K. Wen, " Local Cyber-Physical Attack with Leveraging Detection in Smart Grid, " in Proc. IEEE 8th Int. Conf. Commun., Contr., Comput. Technol. Smart Grid (2017 IEEE SmartGridComm), Dresden, Germany.
H.-M. Chung, C.-L. Su and C.-K. Wen, " Dispatch of Generation and Demand Side Response in Regional Grids," in Proc. IEEE 15th Int. Conf. Environ. Elect. Eng. (EEEIC), Rome, Italy, Jun. 2015, pp. 482–486.
C.-L. Su, H.-M. Chung, C.-Y. Wei and C.-K. Wen, "Optimal VPP Operation Strategy in Liberalized Electricity Markets," in Proc. IEEE 15th Int. Conf. Environ. Elect. Eng. (EEEIC), Rome, Italy, Jun. 2015, pp. 478–481.
C.-K. Wen, H.-M. Chung, J.-C. Chen and P.-A. Ting, " Efficient Channel Estimation Approach for Massive MIMO Systems," in Proc. IEEE 11th VTS APWCS, Ping Tung, Taiwan, Aug. 2014.
H.-M. Chung, C.-L. Su and C.-K. Wen, "Economic Dispatch of Regional Transmission Systems Considering Demand Response," in 35th Symposium on Electrical Power Engineering, Kaohsiung, Taiwan, Dec. 2014.
C.-Y. Wei, C.-L. Su, H.-M. Chung, and C.-K. Wen, " Operation Strategy of Virtual Power Plants in Smart Grid," in 35th Symposium on Electrical Power Engineering, Kaohsiung, Taiwan, Dec. 2014.