Zheng Chai
George Mason University
H-index: 7
North America-United States
Top articles of Zheng Chai
Beyond efficiency: A systematic survey of resource-efficient large language models
2024/1
Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
arXiv preprint arXiv:2308.13466
2023/8/25
Toward quantized model parallelism for graph-augmented mlps based on gradient-free admm framework
IEEE Transactions on Neural Networks and Learning Systems
2022/12/19
Distributed graph neural network training with periodic historical embedding synchronization
2022/9/29
FedAT: A high-performance and communication-efficient federated learning system with asynchronous tiers
The International Conference for High Performance Computing, Networking, Storage, and Analysis
2021/1
Zheng Chai
H-Index: 3
Yujing Chen
H-Index: 2
Ali Anwar
H-Index: 2
Liang Zhao
H-Index: 7
Yue Cheng
H-Index: 14
Asynchronous federated learning for sensor data with concept drift
2021/12/15
Tunable subnetwork splitting for model-parallelism of neural network training
arXiv preprint arXiv:2009.04053
2020/9/9
Tifl: A tier-based federated learning system
2020/6/23
Federated multi-task learning with hierarchical attention for sensor data analytics
2020/7/19
Toward model parallelism for deep neural network based on gradient-free ADMM framework
2020/11/17
