Concepedia

Shengwei Li

SL

Statistics

Publications

8

Citations

240

H-Index

8

Active since

2021

Affiliations

National University of Defense Technology(Current)

Shengwei Li is an author at National University of Defense Technology specializing in machine learning, computer science, and computing.

Publications per year

2021–2024

8

Publications

8

Estimation of transport CO2 emissions using machine learning algorithm

Shengwei Li, Zeping Tong, Muhammad Haroon · Transportation Research Part D Transport and Environment · 2024 · 85 citations

Natural Sciences, Environmental Engineering, Environmental Sciences +14

Merak: An Efficient Distributed DNN Training Framework With Automated 3D Parallelism for Giant Foundation Models

Zhiquan Lai, Shengwei Li, Xudong Tang et al. · IEEE Transactions on Parallel and Distributed Systems · 2023 · 60 citations

Computing, Computer Engineering, Computer Science +17

AutoPipe: A Fast Pipeline Parallelism Approach with Balanced Partitioning and Micro-batch Slicing

Weijie Liu, Zhiquan Lai, Shengwei Li et al. · 2022 · 22 citations

Computing, Computer Engineering, Computer Science +16

Hippie: A Data-Paralleled Pipeline Approach to Improve Memory-Efficiency and Scalability for Large DNN Training

Xiangyu Ye, Zhiquan Lai, Shengwei Li et al. · 2021 · 20 citations

Computing, Computer Engineering, Computer Science +17

HPH: Hybrid Parallelism on Heterogeneous Clusters for Accelerating Large-scale DNNs Training

Yabo Duan, Zhiquan Lai, Shengwei Li et al. · 2022 · 15 citations

Computing, Computer Engineering, Computer Science +17

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