Personal profile
Author IDs
ORCID iD: 0009-0008-0458-5751
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations from the last five years
Research output
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Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration
Ruan, M., Yan, G., Xiao, Y., Song, L. & Xu, W., Apr 2024, In: IEEE Journal of Selected Topics in Signal Processing. 18, 3, p. 487-501Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
7 Link opens in a new tab Citations (Scopus) -
mmSign: mmWave-based Few-Shot Online Handwritten Signature Verification
HAN, M., YANG, H., NI, T., DUAN, D., RUAN, M., CHEN, Y., ZHANG, J. & XU, W., Jul 2024, In: ACM Transactions on Sensor Networks. 20, 4, 89.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
22 Link opens in a new tab Citations (Scopus) -
Optimal Power Control for Over-the-Air Federated Learning with Gradient Compression
Ruan, M., Li, Y., Zhang, W., Song, L. & Xu, W., 2024, Proceedings - 2024 IEEE 30th International Conference on Parallel and Distributed Systems, ICPADS 2024. IEEE, p. 326-333 (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
4 Link opens in a new tab Citations (Scopus) -
Adaptive Top- K in SGD for Communication-Efficient Distributed Learning
Ruan, M., Yan, G., Xiao, Y., Song, L. & Xu, W., Dec 2023, GLOBECOM 2023 - 2023 IEEE Global Communications Conference. IEEE, p. 5280-5285 (Proceedings - IEEE Global Communications Conference, GLOBECOM).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Link opens in a new tab Citation (Scopus)
Thesis
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Towards Efficient Federated Learning: Communication and Computation
RUAN, M. (Author), XU, W. (Supervisor), 4 Jul 2025Student thesis: Doctoral Thesis