To talk or to work: Flexible communication compression for energy efficient federated learning over heterogeneous mobile edge devices L Li, D Shi, R Hou, H Li, M Pan, Z Han
IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
184 2021 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
60 2020 Deep D Shi, J Ding, SM Errapotu, H Yue, W Xu, X Zhou, M Pan
IEEE Internet of Things Journal 6 (5), 7681-7692, 2019
59 2019 Toward energy-efficient federated learning over 5G+ mobile devices D Shi, L Li, R Chen, P Prakash, M Pan, Y Fang
IEEE Wireless Communications 29 (5), 44-51, 2022
57 2022 Energy-efficient proactive caching for adaptive video streaming via data-driven optimization L Li, D Shi, R Hou, R Chen, B Lin, M Pan
IEEE Internet of Things Journal 7 (6), 5549-5561, 2020
54 2020 Privacy preserving participant recruitment for coverage maximization in location aware mobile crowdsensing L Li, D Shi, X Zhang, R Hou, H Yue, H Li, M Pan
IEEE Transactions on Mobile Computing 21 (9), 3250-3262, 2021
48 2021 Make smart decisions faster: Deciding D2D resource allocation via stackelberg game guided multi-agent deep reinforcement learning D Shi, L Li, T Ohtsuki, M Pan, Z Han, HV Poor
IEEE Transactions on Mobile Computing 21 (12), 4426-4438, 2021
45 2021 Service delay minimization for federated learning over mobile devices R Chen, D Shi, X Qin, D Liu, M Pan, S Cui
IEEE Journal on Selected Areas in Communications 41 (4), 990-1006, 2023
36 2023 To talk or to work: Dynamic batch sizes assisted time efficient federated learning over future mobile edge devices D Shi, L Li, M Wu, M Shu, R Yu, M Pan, Z Han
IEEE Transactions on Wireless Communications 21 (12), 11038-11050, 2022
31 2022 Data-driven optimization for cooperative edge service provisioning with demand uncertainty L Li, D Shi, R Hou, X Li, J Wang, H Li, M Pan
IEEE Internet of Things Journal 8 (6), 4317-4328, 2020
19 2020 Deep q-network based route scheduling for transportation network company vehicles D Shi, J Ding, SM Errapotu, H Yue, W Xu, X Zhou, M Pan
2018 IEEE Global Communications Conference (GLOBECOM), 1-7, 2018
16 2018 Energy and spectrum efficient federated learning via high-precision over-the-air computation L Li, C Huang, D Shi, H Wang, X Zhou, M Shu, M Pan
IEEE Transactions on Wireless Communications 23 (2), 1228-1242, 2023
13 2023 No one left behind: Avoid hot car deaths via WiFi detection D Shi, J Lu, J Wang, L Li, K Liu, M Pan
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
7 2020 Optimal transportation network company vehicle dispatching via deep deterministic policy gradient D Shi, X Li, M Li, J Wang, P Li, M Pan
International Conference on Wireless Algorithms, Systems, and Applications …, 2019
7 2019 Secure routing protocol in wireless ad hoc networks via deep learning F Hu, B Chen, D Shi, X Zhang, HZM Pan
2020 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2020
6 2020 Eve said yes: Airbone authentication for head-wearable smart voice assistant C Huang, H Zhong, J Lian, P Prakash, D Shi, Y Xu, M Pan
arXiv preprint arXiv:2309.15203, 2023
2 2023 Systems and apparatus for multifactor authentication using bone conduction and audio signals PAN Miao, C Huang, D Shi
US Patent App. 18/180,270, 2023
2023 Method for multifactor authentication using bone conduction and audio signals PAN Miao, C Huang, D Shi
US Patent App. 18/180,277, 2023
2023 Towards Intelligent Mobile Edging: High Efficiency, Low Cost, and Good Decision D Shi
2022