| 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 | 215 | 2021 |
| 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 | 75 | 2022 |
| 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 | 65 | 2020 |
| 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 | 63 | 2020 |
| Deep -Network-Based Route Scheduling for TNC Vehicles With Passengers’ Location Differential Privacy D Shi, J Ding, SM Errapotu, H Yue, W Xu, X Zhou, M Pan IEEE Internet of Things Journal 6 (5), 7681-7692, 2019 | 63 | 2019 |
| 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 | 60 | 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 | 56 | 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 | 50 | 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 | 46 | 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 | 23 | 2020 |
| 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 | 20 | 2023 |
| 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 |
| 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 | 9 | 2020 |
| 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 | 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 |
| Eve said yes: Airbone authentication for head-wearable smart voice assistant C Huang, H Zhong, P Prakash, D Shi, X Yuan, M Pan IEEE Transactions on Mobile Computing, 2025 | 4 | 2025 |
| 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 | 1 | 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 |
