Shaohuai Shi - Publications, H-index & Citations

Shaohuai Shi

Harbin Institute of Technology

23H指数

108论文数

2.4K被引数

收录论文 8

发表时间

Nunchaku: Promoting Vertical Federated Learning by Semi-Aligned Samples Nunchaku：通过半对齐样本促进垂直联邦学习

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-09-08

PREAI

Haoliang Zhao; Haiqian Niu; Shan Chang; Shaohuai Shi; Minghui Dai; Hongzi Zhu; Bo Li

Efficient Mixture-of-Experts Training With Pipelining Optimization 高效流水线优化的专家混合训练

IEEE Transactions on Computers

IF3.8

2026-06-11

PREAI

Ne Wang; Wenxiang Lin; Lin Zhang; Shaohuai Shi; Ruiting Zhou; Bo Li

ScheInfer: Efficient Inference of Large Language Models with Task Scheduling on Moderate GPUs ScheInfer：通过任务调度在中等GPU上高效推理大型语言模型

EURO-PAR 2025: PARALLEL PROCESSING, PT III

IF0

2026-01-01

PREAI

Lin, Wenxiang; Pan, Xinglin; Shi, Shaohuai; Wang, Xuan; Chu, Xiaowen

Castor: Optimizing Deep Learning Job Scheduling in Multi-Tenant GPU Clusters via Intelligent Colocation Castor：通过智能共置优化多租户GPU集群中的深度学习作业调度

IEEE Transactions on Cloud Computing

IF5

2025-10-23

PREAI

Yizhou Luo; Jiaxin Lai; Shaohuai Shi; Chen Chen; Shuhan Qi; Jiajia Zhang; Qiang Wang

Scalable K-FAC Training for Deep Neural Networks With Distributed Preconditioning

IEEE TRANSACTIONS ON CLOUD COMPUTING

IF5

2023-07-01

OAAI

Zhang, Lin; Shi, Shaohuai; Wang, Wei; Li, Bo

GossipFL: A Decentralized Federated Learning Framework With Sparsified and Adaptive Communication GossipFL: 具有稀疏和自适应通信的分散式联邦学习框架

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2023-03-01

PREAI

Tang, Zhenheng; Shi, Shaohuai; Li, Bo; Chu, Xiaowen

MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2021-08-01

OAAI

Shi, Shaohuai; Chu, Xiaowen; Li, Bo

A Quantitative Survey of Communication Optimizations in Distributed Deep Learning

IEEE NETWORK

IF6.3

2021-05-01

PREAI

Shi, Shaohuai; Tang, Zhenheng; Chu, Xiaowen; Liu, Chengjian; Wang, Wei; Li, Bo

研究方向