Publications

Journal Papers

• [JSTSP] Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration
  Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song*, Weitao Xu*
  IEEE Journal of Selected Topics in Signal Processing, Early Access, March 2024.
• [TOSN] mmSign: mmWave-based Few-Shot Online Handwritten Signature Verification
  Mingda Han, Huanqi Yang, Tao Ni, Di Duan, Mengzhe Ruan, Yongliang Chen, Jia Zhang, Weitao Xu*
  ACM Transactions on Sensor Networks, Volume 20, Issue 4, Pages 1-31, May 2024

Conference Papers

• [ICPADS 24] Optimal Power Control for Over-the-Air Federated Learning with Gradient Compression
  Mengzhe Ruan, Yunhe Li, Weizhou Zhang, Linqi Song, Weitao Xu*
  In Proceedings of the 30th International Conference on Parallel and Distributed Systems (ICPADS), Belgrade, Serbia, 2024.
• [GLOBECOM 23] Adaptive Top-K in SGD for Communication-Efficient Distributed Learning
  Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu*
  in Proceedings of 2023 IEEE Global Communications Conference: Communication Theory, Kuala Lumpur, Malaysia, 2023.