3 papers
cs.LG2025
Trustworthy Efficient Communication for Distributed Learning using LQ-SGD Algorithm
Hongyang Li, Lincen Bai, Caesar Wu +3
We propose LQ-SGD (Low-Rank Quantized Stochastic Gradient Descent), an efficient communication gradient compression algorithm designed for distributed training. LQ-SGD further deve…
cs.DC2025
Lightweight Trustworthy Distributed Clustering
Hongyang Li, Caesar Wu, Mohammed Chadli +2
Ensuring data trustworthiness within individual edge nodes while facilitating collaborative data processing poses a critical challenge in edge computing systems (ECS), particularly…
eess.SY2023
Dynamic event-triggered control for multi-agent systems with adjustable inter-event time: a moving average approach
Zeyuan Wang, Mohammed Chadli
This extended abstract presents our recent work on the leader-following consensus control for generic linear multi-agent systems. An improved dynamic event-triggered control framew…