Concepedia

Donglin Yang

DY

6

Publications

91

Citations

6

H-Index

2020

Active since

Affiliations

University of Macau(Current)

Wuhan University

University of North Carolina at Charlotte

Nvidia (United States)

Donglin Yang is an author at University of Macau specializing in computer science, machine learning, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningParallel ComputingComputer EngineeringParallel ProgrammingEdge ComputingCluster Computing

Publications per year

2020–2024

6

Publications

6

Efficient GPU Memory Management for Nonlinear DNNs

Donglin Yang, Dazhao Cheng · 2020 · 18 citations · Full text

Engineering, Machine Learning, Dynamic Dependencies +17

MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism

Zheng Zhang, Yaqi Xia, H. Wang et al. · IEEE Transactions on Parallel and Distributed Systems · 2024 · 18 citations

Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism

Yaqi Xia, Zheng Zhang, H. Wang et al. · 2023 · 17 citations

Cluster Computing, Engineering, Machine Learning +19

Mitigating Stragglers in the Decentralized Training on Heterogeneous Clusters

Donglin Yang, Wei Rang, Dazhao Cheng · 2020 · 15 citations

Cluster Computing, Engineering, Machine Learning +21

Data Life Aware Model Updating Strategy for Stream-Based Online Deep Learning

Wei Rang, Donglin Yang, Dazhao Cheng et al. · IEEE Transactions on Parallel and Distributed Systems · 2021 · 13 citations

Artificial Intelligence, Stream Processing, Incremental Learning +14

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