Xianfeng Liang

Xianfeng Liang

University of Science & Technology of China - Hefei / China
Engineering & Technology / Computer Science
AD Scientific Index ID: 4636639
中国科学技术大学
person_outline Xianfeng Liang's MOST POPULAR ARTICLES
1-) Variance reduced local sgd with lower communication complexityX Liang, S Shen, J Liu, Z Pan, E Chen, Y ChengarXiv preprint arXiv:1912.12844, 2019852019
2-) GDSRec: Graph-based decentralized collaborative filtering for social recommendationJ Chen, X Xin, X Liang, X He, J LiuIEEE transactions on knowledge and data engineering 35 (5), 4813-4824, 2022272022
3-) Faster distributed deep net training: Computation and communication decoupled stochastic gradient descentS Shen, L Xu, J Liu, X Liang, Y ChengarXiv preprint arXiv:1906.12043, 2019252019
4-) Accelerating local SGD for non-IID data using variance reductionX Liang, S Shen, E Chen, J Liu, Q Liu, Y Cheng, Z PanFrontiers of Computer Science 17 (2), 172311, 202372023
5-) Span: A stochastic projected approximate newton methodX Huang, X Liang, Z Liu, L Li, Y Yu, Y LiProceedings of the AAAI Conference on Artificial Intelligence 34 (02), 1520-1527, 202042020