Guang-zhong Sun

About Guang-zhong Sun

Guang-zhong Sun, With an exceptional h-index of 28 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Science and Technology of China, specializes in the field of High Performance Computing, Algorithms, Modelling.

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

Adasam: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neural networks

FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data

Theoretical guarantee for crowdsourcing learning with unsure option

Automated HPC Workload Generation Combining Statistical Modeling and Autoregressive Analysis

EC-SpMM: Efficient Compilation of SpMM Kernel on GPUs

Synthesizing Proxy Applications for MPI Programs

Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval

UA-FedRec: untargeted attack on federated news recommendation

Guang-zhong Sun Information

University

Position

___

Citations(all)

7060

Citations(since 2020)

3843

Cited By

4674

hIndex(all)

28

hIndex(since 2020)

21

i10Index(all)

43

i10Index(since 2020)

28

Email

University Profile Page

University of Science and Technology of China

Google Scholar

View Google Scholar Profile

Guang-zhong Sun Skills & Research Interests

High Performance Computing

Algorithms

Modelling

Top articles of Guang-zhong Sun

Title

Journal

Author(s)

Publication Date

Adasam: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neural networks

Neural Networks

Hao Sun

Li Shen

Qihuang Zhong

Liang Ding

Shixiang Chen

...

2024/1/1

FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data

arXiv preprint arXiv:2309.09719

Hao Sun

Li Shen

Shixiang Chen

Jingwei Sun

Jing Li

...

2023/9/18

Theoretical guarantee for crowdsourcing learning with unsure option

Pattern Recognition

Yigong Pan

Ke Tang

Guangzhong Sun

2023/1/11

Automated HPC Workload Generation Combining Statistical Modeling and Autoregressive Analysis

Zechun Zhou

Jingwei Sun

Guangzhong Sun

2023/12/3

EC-SpMM: Efficient Compilation of SpMM Kernel on GPUs

Junqing Lin

Honghe Zhang

Xiaolong Shi

Jingwei Sun

Xianzhi Yu

...

2023/8/7

Synthesizing Proxy Applications for MPI Programs

arXiv preprint arXiv:2301.06062

Tao Yan

Qingguo Xu

Jiyu Luo

Jingwei Sun

Guangzhong Sun

2023/1/15

Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval

Junhan Yang

Zheng Liu

Chaozhuo Li

Guangzhong Sun

Xing Xie

2023/12

UA-FedRec: untargeted attack on federated news recommendation

Jingwei Yi

Fangzhao Wu

Bin Zhu

Jing Yao

Zhulin Tao

...

2023/8/6

GPU Occupancy Prediction of Deep Learning Models Using Graph Neural Network

Hengquan Mei

Huaizhi Qu

Jingwei Sun

Yanjie Gao

Haoxiang Lin

...

2023/10/31

Are you copying my model? protecting the copyright of large language models for eaas via backdoor watermark

arXiv preprint arXiv:2305.10036

Wenjun Peng

Jingwei Yi

Fangzhao Wu

Shangxi Wu

Bin Zhu

...

2023/5/17

基于异构计算平台的背景噪声预处理并行算法

计算机工程与科学

吴超, 卫谦, 周俊伟, 李会民, 孙广中

2023/10

Open-source can be dangerous: On the vulnerability of value alignment in open-source LLMs

Jingwei Yi

Rui Ye

Qisi Chen

Bin Benjamin Zhu

Siheng Chen

...

2023/10/13

Scalable Tracing of MPI Events and Performance Metrics

Tao Yan

Qingguo Xu

Jiyu Luo

Jingwei Sun

Guangzhong Sun

2023/5/15

Benchmarking and defending against indirect prompt injection attacks on large language models

arXiv preprint arXiv:2312.14197

Jingwei Yi

Yueqi Xie

Bin Zhu

Keegan Hines

Emre Kiciman

...

2023/12/21

Super-resolution perception for wind power forecasting by enhancing historical data

Frontiers in Energy Research

Guolong Liu

Shuwen Zhang

Huan Zhao

Jinjie Liu

Gaoqi Liang

...

2022/9/15

Knowledge enhanced multi-interest network for the generation of recommendation candidates

Danyang Liu

Yuji Yang

Mengdi Zhang

Wei Wu

Xing Xie

...

2022/10/17

Robust quantity-aware aggregation for federated learning

arXiv preprint arXiv:2205.10848

Jingwei Yi

Fangzhao Wu

Huishuai Zhang

Bin Zhu

Tao Qi

...

2022/5/22

Effective and efficient query-aware snippet extraction for web search

arXiv preprint arXiv:2210.08809

Jingwei Yi

Fangzhao Wu

Chuhan Wu

Xiaolong Huang

Binxing Jiao

...

2022/10/17

Multi‐Net strategy: Accelerating physics‐informed neural networks for solving partial differential equations

Software: Practice and Experience

Yunzhuo Wang

Jianfeng Li

Liangying Zhou

Jingwei Sun

Guangzhong Sun

2022/12

Performance characterization and optimization of pruning patterns for sparse DNN inference

BenchCouncil Transactions on Benchmarks, Standards and Evaluations

Yunjie Liu

Jingwei Sun

Jiaqiang Liu

Guangzhong Sun

2022/10/1

See List of Professors in Guang-zhong Sun University(University of Science and Technology of China)

Co-Authors

H-index: 122
Xin Yao

Xin Yao

University of Birmingham

H-index: 46
Neil Zhenqiang Gong

Neil Zhenqiang Gong

Duke University

H-index: 41
Di Wu

Di Wu

Sun Yat-Sen University

H-index: 36
Qiangfeng Cliff Zhang

Qiangfeng Cliff Zhang

Tsinghua University

H-index: 32
Yan Huang (黄艳)

Yan Huang (黄艳)

University of North Texas

H-index: 8
Yu Huang

Yu Huang

Nanjing University

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