3 papers
cs.DC2025
Lightweight Federated Learning over Wireless Edge Networks
Xiangwang Hou, Jingjing Wang, Jun Du +3
With the exponential growth of smart devices connected to wireless networks, data production is increasing rapidly, requiring machine learning (ML) techniques to unlock its value.…
eess.SP2024
Joint Optimization of Communication Enhancement and Location Privacy Protection in RIS-Assisted Underwater Communication System
Ziqi Chen, Jun Du, Chunxiao Jiang +1
As the demand for underwater communication continues to grow, underwater acoustic RIS (UARIS), as an emerging paradigm in underwater acoustic communication (UAC), can significantly…
math.OC2024
Constrained Optimization with Compressed Gradients: A Dynamical Systems Perspective
Zhaoyue Xia, Jun Du, Chunxiao Jiang +2
Gradient compression is of growing interests for solving constrained optimization problems including compressed sensing, noisy recovery and matrix completion under limited communic…