Yafan Huang (黄亚凡)

I am a Ph.D. candidate 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 and Dr. Franck Cappello. 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 :) My research mostly lies in Error Resilience, Lossy Compression, and Parallel Computing. I am also interesrted in Natual Language Processing and other Machine Learning Applications. Email: yafan-huang at uiowa dot edu Office: Iowa Advanced Technology Laboratories (IATL) 376, Iowa City, IA Curriculem Vitae

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