Mean field game guided deep reinforcement learning for task placement in cooperative multiaccess edge computing D Shi, H Gao, L Wang, M Pan, Z Han, HV Poor IEEE Internet of Things Journal 7 (10), 9330-9340, 2020 | 58 | 2020 |
Belief and opinion evolution in social networks based on a multi-population mean field game approach RA Banez, H Gao, L Li, C Yang, Z Han, HV Poor ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 22 | 2020 |
Mean field evolutionary dynamics in dense-user multi-access edge computing systems H Gao, W Li, RA Banez, Z Han, HV Poor IEEE Transactions on Wireless Communications 19 (12), 7825-7835, 2020 | 21 | 2020 |
Energy-efficient velocity control for massive numbers of UAVs: A mean field game approach H Gao, W Lee, Y Kang, W Li, Z Han, S Osher, HV Poor IEEE Transactions on Vehicular Technology 71 (6), 6266-6278, 2022 | 17 | 2022 |
Modeling and analysis of opinion dynamics in social networks using multiple-population mean field games RA Banez, H Gao, L Li, C Yang, Z Han, HV Poor IEEE Transactions on Signal and Information Processing over Networks 8, 301-316, 2022 | 11 | 2022 |
Energy-efficient velocity control for massive numbers of rotary-wing UAVs: A mean field game approach H Gao, W Lee, W Li, Z Han, S Osher, HV Poor GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 11 | 2020 |
Mean field evolutionary dynamics in ultra dense mobile edge computing systems H Gao, W Li, RA Banez, Z Han, HV Poor 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 10 | 2019 |
Modeling covid-19 with mean field evolutionary dynamics: Social distancing and seasonality H Gao, W Li, M Pan, Z Han, HV Poor Journal of Communications and Networks 23 (5), 314-325, 2021 | 9 | 2021 |
Two-timescale-based beam training for RIS-aided millimeter-wave multi-user MISO systems H Huang, C Zhang, Y Zhang, B Ning, H Gao, S Fu, K Qiu, Z Han IEEE Transactions on Vehicular Technology 72 (9), 11884-11897, 2023 | 8 | 2023 |
Belief and opinion evolution in social networks: A high-dimensional mean field game approach H Gao, A Lin, RA Banez, W Li, Z Han, S Osher, HV Poor ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 7 | 2021 |
Opinion evolution in social networks: Connecting mean field games to generative adversarial nets H Gao, A Lin, RA Banez, W Li, Z Han, S Osher, HV Poor IEEE Transactions on Network Science and Engineering 9 (4), 2734-2746, 2022 | 6 | 2022 |
Delay-optimal computation offloading in large-scale multi-access edge computing using mean field game D Wang, W Wang, H Gao, Z Zhang, Z Han IEEE Transactions on Wireless Communications, 2023 | 5 | 2023 |
Analyzing social distancing and seasonality of COVID-19 with mean field evolutionary dynamics H Gao, W Li, M Pan, Z Han, HV Poor 2020 IEEE Globecom Workshops (GC Wkshps, 1-6, 2020 | 4 | 2020 |
Age of Information Minimization using Multi-agent UAVs based on AI-Enhanced Mean Field Resource Allocation Y Emami, H Gao, K Li, L Almeida, E Tovar, Z Han IEEE Transactions on Vehicular Technology, 2024 | 3 | 2024 |
Hierarchical Federated Learning with Mean Field Game Device Selection for Connected Vehicle Applications H Gao, Y Liu, EA Sisbot, YZ Farid, K Oguchi, Z Han 2023 IEEE Intelligent Vehicles Symposium (IV), 1-6, 2023 | 1 | 2023 |
Systems and methods for communication-efficient model aggregation in federated networks for connected vehicle applications H Gao, Y Liu, EA Sisbot, K Oguchi US Patent App. 17/968,175, 2024 | | 2024 |
Tackling Renewable Energy Intermittency in Hydrogen-Based Solar Energy System Control Using DRL LFG Dos Santos, T Zhao, F Xiao, I Pappas, CD Demirhan, C Michler, ... 2023 IEEE Green Energy and Smart Systems Conference (IGESSC), 1-6, 2023 | | 2023 |