Shuheng Shen

Variance Reduced Local SGD with Lower Communication Complexity

Xianfeng Liang, Shuheng Shen, Jingchang Liu et al. · arXiv (Cornell University) · 2019 · 90 citations · Full text

Computing, Computer Science, Algorithms +16

Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective

Yunfei Liu, Jintang Li, Ruofan Wu et al. · 2024 · 28 citations · Full text

Computing, Data Science, Data Mining +13

Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent

Shuheng Shen, Linli Xu, Jingchang Liu et al. · 2019 · 19 citations · Full text

Computing, Computer Engineering, Computer Science +17

Differentially Private Learning with Per-Sample Adaptive Clipping

Tianyu Xia, Shuheng Shen, Su Yao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 19 citations · Full text

Computing, Computer Science, Algorithms +13

Joint Local Relational Augmentation and Global Nash Equilibrium for Federated Learning with Non-IID Data

Xinting Liao, Chaochao Chen, Weiming Liu et al. · 2023 · 10 citations · Full text

Computing, Computer Science, Distributed Systems +13