Shihui Song (宋师慧)
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I am a PhD student in the Computer Science Department at the University of Iowa. I am a member of IOWA-HPC Group and my advisor is Dr. Peng Jiang. I am also a research intern in Argonne National Laboratory and supervised by Dr. Xiaodong Yu and Dr. Sheng Di . Before I joined UIowa, I received my Master's degree (Sep.2018-Jun.2021, major: Cyber Security) at Huazhong University of Science and Technology, Wuhan. My advisor is Dr. Hongwei Lu. I received my Bachelor's degree (Sep.2014-Jun.2018, major: Software Engineering) at Jilin Unversity, Changchun.
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Research Interests
HPC Support for Machine Learning
Algorithm Support for Machine Learning
Lossy Compression
Selected Publications (Full List)
CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2
Shihui Song, Yafan Huang, Peng Jiang, Xiaodong Yu, Weijian Zheng, Sheng Di, Qinglei Cao, Yunhe Feng, Zhen Xie, and Franck Cappello
[HPDC’24]: The ACM International Symposium on High-Performance Parallel and Distributed Computing, 2024
Rethinking Graph Data Placement for Graph Neural Network Training on Multiple GPUs
Shihui Song, Peng Jiang
[ICS’22]: Proceedings of the 2022 International Conference on Supercomputing
Rumor Detection on Social Media with Out-In-Degree Graph Convolutional Networks
Shihui Song, Yafan Huang, Hongwei Lu
[SMC’21]: Proceedings for the 2021 IEEE International Conference on Systems, Man, and Cybernetics