3 papers
math.OC2026
Decentralized Stochastic Subgradient-type Methods with Communication Compression for Nonsmooth Nonconvex Optimization
Siyuan Zhang, Nachuan Xiao, Xin Liu
In this paper, we consider the nonsmooth nonconvex decentralized optimization problem, where inter-agent communication is compressed. We propose a general framework that unifies va…
cs.LG2025
Log Optimization Simplification Method for Predicting Remaining Time
Jianhong Ye, Siyuan Zhang, Yan Lin
Information systems generate a large volume of event log data during business operations, much of which consists of low-value and redundant information. When performance prediction…
cs.CV2025
Using MRNet to Predict Lunar Rock Categories Detected by Chang'e 5 Probe
Jin Cui, Yifei Zou, Siyuan Zhang
China's Chang'e 5 mission has been a remarkable success, with the chang'e 5 lander traveling on the Oceanus Procellarum to collect images of the lunar surface. Over the past half c…