Wenhan Xian

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Asynchronous Learning

Stochastic Optimization

Top Venues

Publications

Wenhan Xian, Heng Huang
Finding Local Minima Efficiently in Decentralized Optimization. NeurIPS (2023)
Runxue Bao, Xidong Wu, Wenhan Xian, Heng Huang
Doubly Sparse Asynchronous Learning for Stochastic Composite Optimization. IJCAI (2022)
Wenhan Xian, Feihu Huang, Heng Huang
Communication-Efficient Adam-Type Algorithms for Distributed Data Mining. ICDM (2022)
Runxue Bao, Xidong Wu, Wenhan Xian, Heng Huang
Distributed Dynamic Safe Screening Algorithms for Sparse Regularization. CoRR (2022)
Wenhan Xian, Feihu Huang, Heng Huang
Communication-Efficient Adam-Type Algorithms for Distributed Data Mining. CoRR (2022)
Wenhan Xian, Feihu Huang, Yanfu Zhang, Heng Huang
A Faster Decentralized Algorithm for Nonconvex Minimax Problems. NeurIPS (2021)
Yanfu Zhang, Lei Luo, Wenhan Xian, Heng Huang
Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding. ICCV (2021)
Wenhan Xian, Feihu Huang, Heng Huang
Communication-Efficient Frank-Wolfe Algorithm for Nonconvex Decentralized Distributed Learning. AAAI (2021)
Bin Gu, Wenhan Xian, Zhouyuan Huo, Cheng Deng, Heng Huang
A Unified q-Memorization Framework for Asynchronous Stochastic Optimization. J. Mach. Learn. Res. 21 (2020)
Bin Gu, Wenhan Xian, Heng Huang
Asynchronous Stochastic Frank-Wolfe Algorithms for Non-Convex Optimization. IJCAI (2019)