RUAN Mengzhe (阮孟哲)
Research Output
- 2024
- Published
mmSign: mmWave-based Few-Shot Online Handwritten Signature Verification
HAN, M., YANG, H., NI, T., DUAN, D., RUAN, M., CHEN, Y. & ZHANG, J. & 1 others, , 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
Scopus citations: 1 - Published
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
Scopus citations: 2 - Published
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. Institute of Electrical and Electronics Engineers, Inc., 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
- 2023
- Published
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. Institute of Electrical and Electronics Engineers, Inc., 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
Scopus citations: 1
