| IoT Device Friendly and Communication-Efficient Federated Learning via Joint Model Pruning and Quantization P Prakash, J Ding, R Chen, X Qin, M Shu, Q Cui, Y Guo, M Pan IEEE Internet of Things Journal 9 (15), 13638-13650, 2022 | 100 | 2022 |
| 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 22 (12), 7451-7465, 2022 | 82 | 2022 |
| 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 |
| 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 |
| On the quality of tape-cast thin films of sulfide electrolytes for solid-state batteries B Emley, Y Liang, R Chen, C Wu, M Pan, Z Fan, Y Yao Materials Today Physics 18, 100397, 2021 | 58 | 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 |
| EEFL: High-Speed Wireless Communications Inspired Energy Efficient Federated Learning over Mobile Devices R Chen, Q Wan, X Zhang, X Qin, Y Hou, D Wang, X Fu, M Pan Proceedings of the 21st Annual International Conference on Mobile Systems …, 2023 | 20 | 2023 |
| 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 | 13 | 2022 |
| Energy Efficient Federated Learning over Cooperative Relay-Assisted Wireless Networks X Zhang, R Chen, J Wang, H Zhang, M Pan GLOBECOM 2022-2022 IEEE Global Communications Conference, 179-184, 2022 | 11 | 2022 |
| 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 | 11 | 2020 |
| 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 | 11 | 2020 |
| A privacy preserving federated learning framework for COVID-19 vulnerability map construction JJ Chen, R Chen, X Zhang, M Pan ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 10 | 2021 |
| Energy efficient and differentially private federated learning via a piggyback approach R Chen, C Huang, X Qin, N Ma, M Pan, X Shen IEEE Transactions on Mobile Computing 23 (4), 2698-2711, 2023 | 9 | 2023 |
| Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization R Chen, Q Wan, P Prakash, L Zhang, X Yuan, Y Gong, X Fu, M Pan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 9 | 2023 |
| Energy Efficient Federated Learning over Mobile Devices via Joint Weight Quantization and Wireless Transmission R Chen, L Li, K Xue, C Zhang, M Pan, Y Fang arXiv preprint arXiv:2012.11070, 2020 | 9* | 2020 |
| Data-driven small cell planning for traffic offloading with users’ differential privacy R Chen, X Zhang, J Wang, Q Cui, W Xu, M Pan ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 7 | 2020 |
| REWAFL: Residual Energy and Wireless Aware Participant Selection for Efficient Federated Learning Over Mobile Devices Y Li, X Qin, J Geng, R Chen, Y Hou, Y Gong, M Pan, P Zhang IEEE Transactions on Mobile Computing 23 (10), 9487-9501, 2024 | 4 | 2024 |
| DAFL: Device-to-Device Transmissions for Delay Efficient Federated Learning over Mobile Devices H Su, P Prakash, R Chen, Y Gong, R Yu, X Fu, M Pan IEEE Internet of Things Journal, 2024 | 1 | 2024 |
| AMPERE: A Generic Energy Estimation Approach for On-Device Training J Zhang, Z Wang, H Wang, T Song, H Su, R Chen, Y Hua, X Zhou, R Ma, ... ACM SIGMETRICS Performance Evaluation Review 53 (2), 27-32, 2025 | | 2025 |
| THOR: A Generic Energy Estimation Approach for On-Device Training J Zhang, Z Wang, H Wang, T Song, H Su, R Chen, Y Hua, X Zhou, R Ma, ... arXiv preprint arXiv:2501.16397, 2025 | | 2025 |
