Sihuan Li

Sihuan Li

University of California, Riverside

H-index: 14

North America-United States

About Sihuan Li

Sihuan Li, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at University of California, Riverside, specializes in the field of HPC, Lossy compression, ABFT.

His recent articles reflect a diverse array of research interests and contributions to the field:

Resilient error-bounded lossy compressor for data transfer

SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors

FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks

Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models

SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors

SDC Resilient Error-bounded Lossy Compressor

Towards End-to-end SDC Detection for HPC Applications Equipped with Lossy Compression

Significantly improving lossy compression for hpc datasets with second-order prediction and parameter optimization

Sihuan Li Information

University

Position

___

Citations(all)

879

Citations(since 2020)

859

Cited By

216

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

19

i10Index(since 2020)

18

Email

University Profile Page

University of California, Riverside

Google Scholar

View Google Scholar Profile

Sihuan Li Skills & Research Interests

HPC

Lossy compression

ABFT

Top articles of Sihuan Li

Title

Journal

Author(s)

Publication Date

Resilient error-bounded lossy compressor for data transfer

Sihuan Li

Sheng Di

Kai Zhao

Xin Liang

Zizhong Chen

...

2021/11/14

SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors

IEEE Transactions on Big Data

Xin Liang

Kai Zhao

Sheng Di

Sihuan Li

Robert Underwood

...

2022/8/23

FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks

IEEE Transactions on Parallel and Distributed Systems

Kai Zhao

Sheng Di

Sihuan Li

Xin Liang

Yujia Zhai

...

2020/12/31

Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models

Sihuan Li

Jianyu Huang

Ping Tak Peter Tang

Daya Khudia

Jongsoo Park

...

2022/12/17

SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors

Kai Zhao

Sheng Di

Xin Lian

Sihuan Li

Dingwen Tao

...

2020/12/10

SDC Resilient Error-bounded Lossy Compressor

arXiv preprint arXiv:2010.03144

Sihuan Li

Sheng Di

Kai Zhao

Xin Liang

Zizhong Chen

...

2020/10/7

Towards End-to-end SDC Detection for HPC Applications Equipped with Lossy Compression

Sihuan Li

Sheng Di

Kai Zhao

Xin Liang

Zizhong Chen

...

2020/9/14

Significantly improving lossy compression for hpc datasets with second-order prediction and parameter optimization

Kai Zhao

Sheng Di

Xin Liang

Sihuan Li

Dingwen Tao

...

2020/6/23

Designing Efficient and Resilient Lossy Compressors for Large-Scale Scientific Computing

Sihuan Li

2020

See List of Professors in Sihuan Li University(University of California, Riverside)