Shusen Wang

On the Convergence of FedAvg on Non-IID Data

Xiang Li, Kaixuan Huang, Wenhao Yang et al. · arXiv (Cornell University) · 2019 · 1K citations · Full text

Engineering, Machine Learning, Data Science +12

On the Convergence of FedAvg on Non-IID Data

Xiang Li, Kaixuan Huang, Wenhao Yang et al. · International Conference on Learning Representations · 2020 · 281 citations

Engineering, Machine Learning, Data Science +12

Improving CUR Matrix Decomposition and the Nyström Approximation via Adaptive Sampling

Shusen Wang, Zhihua Zhang · arXiv (Cornell University) · 2013 · 149 citations · Full text

Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning

Hongwu Peng, Shaoyi Huang, Tong Geng et al. · 2021 · 100 citations

Engineering, Machine Learning, Hardware Acceleration +13

Efficient Subspace Segmentation via Quadratic Programming

Shusen Wang, Xiao–Tong Yuan, Tiansheng Yao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2011 · 82 citations · Full text

Mathematical Programming, Hopkins 155, Low-rank Approximation +15