Publications

Total Papers
Journal Papers
Conference Papers
Preprint & Reviewing
📖 Journal Papers
IEEE 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
ACM 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 2024 Optimal Power Control for Over-the-Air Federated Learning with Gradient Compression
Mengzhe Ruan, Yunhe Li, Weizhou Zhang, Linqi Song, Weitao Xu
🖥️ 30th International Conference on Parallel and Distributed Systems (ICPADS) — Belgrade, Serbia, 2024
GLOBECOM 2023 Adaptive Top-K in SGD for Communication-Efficient Distributed Learning
Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
🎙️ IEEE Global Communications Conference (GLOBECOM) — Kuala Lumpur, Malaysia, 2023
📝 Preprint, Revised & Reviewing Papers
Revised Gradient Decoupling: A Plug-and-play Framework for Accelerating General Federated Learning
Mengzhe Ruan, Yunhe LI, Hao Shi, Hanxu Hou, Jianping Wang, Weitao Xu, Linqi Song
🔄 Revising
Reviewing REGATE: Confidence-Calibrated Integration of Temporally-Aligned Exogenous Texts for Dynamic Graphs
Comming Soon...
📮 Submitted to ACL 2026
Reviewing Learning to Reason with Insight for Informal Theorem Proving
Comming Soon...
📮 Submitted to ACL 2026