Yafan Huang (黄亚凡)

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I am a Ph.D. student in the Computer Science Department at the University of Iowa. I am a member of IOWA-HPC Group and advised by Dr. Guanpeng Li. I am also a research intern in Argonne National Laboratory and supervised by Dr. Sheng Di. Before coming to UIowa, I received my Master's degree (Sep.2018-Jun.2021, major: Computer Science) at Huazhong University of Science and Technology, Wuhan. I was a member of Cluster and Grid Computing Lab (CGCL) lead by Dr. Hai Jin and advised by Dr. Feng Zhao. I received my Bachelor's degree (Sep.2014-Jun.2018, major: Software Engineering) at Hunan University, Changsha. I spent a happy time there :)

Email: yafan-huang at uiowa dot edu
Office: Iowa Advanced Technology Laboratories (IATL) 376, Iowa City, IA
Curriculem Vitae

Research Interests

Error Resilience
Lossy Compression
Parallel Computing
Natural Language Processing

Selected Publications (More)

[ISSRE’23] Characterizing Runtime Performance Variation in Error Detection by Duplicating Instructions
Yafan Huang*, Zhengyang He*, Lingda Li, and Guanpeng Li

[SC’23] cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance
Yafan Huang, Sheng Di, Xiaodong Yu, Guanpeng Li, and Franck Cappello

[CCGrid’23] Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression
Yafan Huang, Kai Zhao, Sheng Di, Guanpeng Li, Maxim Dmitriev, Thierry-Laurent D. Tonellot, and Franck Cappello

[SC’22] Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs
Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, and Franck Cappello
Best Paper Finalist, Best Student Paper Finalist

[WWWJ’21] Path-enhanced Explainable Recommendation with Knowledge Graphs
Yafan Huang, Feng Zhao, Xiangyu Gui, Hai Jin