| 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 | 121 | 2021 |
| A novel mobile edge computing-based architecture for future cellular vehicular networks L Li, Y Li, R Hou 2017 IEEE wireless communications and networking conference (WCNC), 1-6, 2017 | 89 | 2017 |
| Microbial metabolites in the marine carbon cycle MA Moran, EB Kujawinski, WF Schroer, SA Amin, NR Bates, EM Bertrand, ... Nature microbiology 7 (4), 508-523, 2022 | 72 | 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 | 51 | 2020 |
| 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 | 36 | 2022 |
| 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 | 32 | 2021 |
| Energy efficient federated learning over heterogeneous mobile devices via joint design of weight quantization and wireless transmission R Chen, L Li, K Xue, C Zhang, M Pan, Y Fang IEEE Transactions on Mobile Computing, 2022 | 26* | 2022 |
| 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 | 24 | 2021 |
| 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 | 19 | 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 | 16 | 2020 |
| Participant recruitment for coverage-aware mobile crowdsensing with location differential privacy L Li, X Zhang, R Hou, H Yue, H Li, M Pan 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 15 | 2019 |
| Covid-19 vulnerability map construction via location privacy preserving mobile crowdsourcing R Chen, L Li, JJ Chen, R Hou, Y Gong, Y Guo, M Pan GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 8 | 2020 |
| Constructing mobile crowdsourced COVID-19 vulnerability map with geo-indistinguishability R Chen, L Li, Y Ma, Y Gong, Y Guo, T Ohtsuki, M Pan IEEE Internet of Things Journal 9 (18), 17403-17416, 2022 | 6 | 2022 |
| An overview on the mathematical models of quality function deployment L Li, Q Guo, Z Dong 2008 International Symposium on Information Science and Engineering 1, 78-83, 2008 | 6 | 2008 |
| Quality function deployment based on cloud model L Li, QS Guo, QL Li, WC Peng 2008 4th International Conference on Wireless Communications, Networking and …, 2008 | 5 | 2008 |
| 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, 2023 | 4 | 2023 |
| GA-MADDPG: A Demand-Aware UAV Network Adaptation Method for Joint Communication and Positioning in Emergency Scenarios K Zhuang, L Xu, L Li, L Wang, A Fei 2023 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2023 | 4 | 2023 |
| Research on the Construction Method of Simulation Evaluation Index of Operation Effectiveness Operation Concept Traction Z Zhang, L Li, Z Dong, Y Wang, L Duan Journal of System Simulation 34 (3), 603-613, 2022 | 4 | 2022 |
| Data-driven optimization for resource provision in non-cooperative edge computing market R Chen, L Li, R Hou, T Yang, L Wang, M Pan ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 4 | 2020 |
| On uav serving node deployment for temporary coverage in forest environment: A hierarchical deep reinforcement learning approach L Wang, X Wu, Y Wang, Z Xiao, L Li, A Fei Chinese Journal of Electronics 32 (4), 760-772, 2023 | 3 | 2023 |
Miao PanAssociate Professor of Electrical and Computer Engineering, University of HoustonVerified email at uh.edu
