Concepedia

Xin Liang

XL

49

Publications

2K

Citations

26

H-Index

2016

Active since

Affiliations

Argonne National Laboratory(Current)

University of California, Riverside

University of Alabama

Oak Ridge National Laboratory

Missouri University of Science and Technology

Xin Liang is an author at Argonne National Laboratory specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceParallel ComputingComputer EngineeringData ScienceParallel ProgrammingComputer ArchitectureData ManagementComputational ScienceCluster Computing

Publications per year

2016–2024

49

Publications

49

Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets

Xin Liang, Sheng Di, Dingwen Tao et al. · 2018 · 253 citations

Lossy Compression, Engineering, Machine Learning +18

Use cases of lossy compression for floating-point data in scientific data sets

Franck Cappello, Sheng Di, Sihuan Li et al. · The International Journal of High Performance Computing Applications · 2019 · 140 citations · Full text

Cluster Computing, Lossy Compression, Engineering +23

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

Xin Liang, Kai Zhao, Sheng Di et al. · IEEE Transactions on Big Data · 2022 · 129 citations · Full text

Lossy Compression, Engineering, Machine Learning +22

Algorithm-Based Fault Tolerance for Convolutional Neural Networks

Kai Zhao, Sheng Di, Sihuan Li et al. · IEEE Transactions on Parallel and Distributed Systems · 2020 · 91 citations · Full text

Jiannan Tian, Sheng Di, Kai Zhao et al. · 2020 · 87 citations · Full text

Hardware Security, Cluster Computing, Computational Science +15

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