Zizhong (Jeffrey) Chen

Zizhong (Jeffrey) Chen

University of California, Riverside

H-index: 43

North America-United States

About Zizhong (Jeffrey) Chen

Zizhong (Jeffrey) Chen, With an exceptional h-index of 43 and a recent h-index of 31 (since 2020), a distinguished researcher at University of California, Riverside, specializes in the field of HPC, GPU, Transformer, Big Data, Machine Learning.

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

POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters

High-performance effective scientific error-bounded lossy compression with auto-tuned multi-component interpolation

A Novel Silhouettes Cluster Internal Evaluation Index Based on Granular-Ball

Ft-gemm: A fault tolerant high performance gemm implementation on x86 cpus

PiP-MColl: Process-in-Process-based Multi-object MPI Collectives

Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks

C-coll: Introducing error-bounded lossy compression into mpi collectives

Faz: A flexible auto-tuned modular error-bounded compression framework for scientific data

Zizhong (Jeffrey) Chen Information

University

Position

Professor of Computer Science

Citations(all)

5246

Citations(since 2020)

3050

Cited By

3308

hIndex(all)

43

hIndex(since 2020)

31

i10Index(all)

98

i10Index(since 2020)

72

Email

University Profile Page

University of California, Riverside

Google Scholar

View Google Scholar Profile

Zizhong (Jeffrey) Chen Skills & Research Interests

HPC

GPU

Transformer

Big Data

Machine Learning

Top articles of Zizhong (Jeffrey) Chen

Title

Journal

Author(s)

Publication Date

POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters

Jiajun Huang

Sheng Di

Xiaodong Yu

Yujia Zhai

Jinyang Liu

...

2024/3/2

High-performance effective scientific error-bounded lossy compression with auto-tuned multi-component interpolation

Proceedings of the ACM on Management of Data

Jinyang Liu

Sheng Di

Kai Zhao

Xin Liang

Sian Jin

...

2024/3/26

A Novel Silhouettes Cluster Internal Evaluation Index Based on Granular-Ball

Pengfei Zhao

Zizhong Chen

Jiang Xie

Shuyin Xia

Guoyin Wang

2023/4/26

Ft-gemm: A fault tolerant high performance gemm implementation on x86 cpus

Shixun Wu

Yujia Zhai

Jiajun Huang

Zizhe Jian

Zizhong Chen

2023/8/7

PiP-MColl: Process-in-Process-based Multi-object MPI Collectives

Jiajun Huang

Kaiming Ouyang

Yujia Zhai

Jinyang Liu

Min Si

...

2023/10/31

Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks

Jinyang Liu

Sheng Di

Sian Jin

Kai Zhao

Xin Liang

...

2023/12/15

C-coll: Introducing error-bounded lossy compression into mpi collectives

arXiv preprint arXiv:2304.03890

Jiajun Huang

Sheng Di

Xiaodong Yu

Yujia Zhai

Jinyang Liu

...

2023/4/8

Faz: A flexible auto-tuned modular error-bounded compression framework for scientific data

Jinyang Liu

Sheng Di

Kai Zhao

Xin Liang

Zizhong Chen

...

2023/6/21

FT-BLAS: A Fault Tolerant High Performance BLAS Implementation on x86 CPUs

IEEE Transactions on Parallel and Distributed Systems

Yujia Zhai

Elisabeth Giem

Kai Zhao

Jinyang Liu

Jiajun Huang

...

2023/9/25

KF K-means: A High Performance K-means Implementation using Kernel Fusion

Kaiming Ouyang

Vincent Tran

Jinyang Liu

Bryan M Wong

Zizhong Chen

2023/12/15

GBCloud: a Robust Cloud Model for Processing Multi-dimensional Data Using Granular-ball Computing

Yuting Shi

Shuyin Xia

Zizhong Chen

2023/4/7

Anatomy of high-performance gemm with online fault tolerance on gpus

Shixun Wu

Yujia Zhai

Jinyang Liu

Jiajun Huang

Zizhe Jian

...

2023/6/21

SRN-SZ: Deep Leaning-Based Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks

arXiv preprint arXiv:2309.04037

Jinyang Liu

Sheng Di

Sian Jin

Kai Zhao

Xin Liang

...

2023/9/7

Exploring Wavelet Transform Usages for Error-bounded Scientific Data Compression

Jiajun Huang

Jinyang Liu

Sheng Di

Yujia Zhai

Zizhe Jian

...

2023/12/15

Improving energy saving of one-sided matrix decompositions on CPU-GPU heterogeneous systems

Jieyang Chen

Xin Liang

Kai Zhao

Hadi Zamani Sabzi

Laxmi Bhuyan

...

2023/2/25

GreenMD: Energy-efficient Matrix Decomposition on Heterogeneous Multi-GPU Systems

ACM Transactions on Parallel Computing

Hadi Zamani

Laxmi Bhuyan

Jieyang Chen

Zizhong Chen

2023/6/20

gzccl: Compression-accelerated collective communication framework for gpu clusters

arXiv preprint arXiv:2308.05199

Jiajun Huang

Sheng Di

Xiaodong Yu

Yujia Zhai

Jinyang Liu

...

2023/8/9

cuSZ-I: High-Fidelity Error-Bounded Lossy Compression for Scientific Data on GPUs

arXiv preprint arXiv:2312.05492

Jinyang Liu

Jiannan Tian

Shixun Wu

Sheng Di

Boyuan Zhang

...

2023/12/9

Multiscale hierarchical attention fusion network for edge detection

International Journal of Ad Hoc and Ubiquitous Computing

Kun Meng

Xianyong Dong

Hongyuan Shan

Shuyin Xia

2023

Bytetransformer: A high-performance transformer boosted for variable-length inputs

Yujia Zhai

Chengquan Jiang

Leyuan Wang

Xiaoying Jia

Shang Zhang

...

2023/5/15

See List of Professors in Zizhong (Jeffrey) Chen University(University of California, Riverside)

Co-Authors

H-index: 34
Julien Langou

Julien Langou

University of Colorado Denver

H-index: 29
Xin Liang

Xin Liang

Missouri University of Science and Technology

H-index: 28
Dingwen Tao

Dingwen Tao

Washington State University

H-index: 24
Edgar Gabriel

Edgar Gabriel

University of Houston

H-index: 24
Rong Ge

Rong Ge

Clemson University

H-index: 22
Qiang Guan

Qiang Guan

Kent State University

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