18 citations · 32 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 18 cited
CGNN: Traffic Classification with Graph Neural Network
Bo Pang, Yongquan Fu, Siyuan Ren +3
Traffic classification associates packet streams with known application labels, which is vital for network security and network management. With the rise of NAT, port dynamics, and…
math.OC2019★ 7 cited
General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme
Tao Sun, Yuejiao Sun, Dongsheng Li +1
The incremental aggregated gradient algorithm is popular in network optimization and machine learning research. However, the current convergence results require the objective funct…
math.OC2019★ 7 cited
Decentralized Markov Chain Gradient Descent
Tao Sun, Dongsheng Li
Decentralized stochastic gradient method emerges as a promising solution for solving large-scale machine learning problems. This paper studies the decentralized Markov chain gradie…