Jingwei Sun 孙经纬
Postdoctoral Researcher
Algorithm and Data Application (Ada) Research Group
School of Computer Science and Technology
University of Science and Technology of China (USTC)
Education
Ph.D. Computer Science, University of Science and Technology of China, Sep. 2014 ~ Jul. 2020.
B.S. Computer Science, University of Science and Technology of China, Sep. 2010 ~ Jun. 2014.
Research Interests
High performance computing, performance modeling, predicting, and tuning.
Selected Publications
● Jingwei Sun, Guangzhong Sun, Shiyan Zhan, Jiepeng Zhang, Yong Chen, Automated Performance Modeling of HPC Applications Using Machine Learning. IEEE Transactions on Computers, vol. 69, no. 5, pp. 749-763, 1 May 2020.
● Jiepeng Zhang, Jingwei Sun, Wenju Zhou, Guangzhong Sun, An Active Learning Method for Empirical Modeling in Performance Tuning. 2020 IEEE International Symposium on Parallel Distributed Processing (IPDPS), New Orleans, 2020 (accepted).
● Jingwei Sun, Shiyan Zhan, Guangzhong Sun, Yong Chen: Automated Performance Modeling Based on Runtime Feature Detection and Machine Learning. IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2017, pp. 744-751.
● Jingwei Sun, Guangzhong Sun: SPLZ: An Efficient Algorithm for Single Source Shortest Path Problem Using Compression Method. Geoinformatica 20, 1 (January 2016), 1–18.
Contact
Email: sunjw \at ustc \dot edu \dot cn (no Spaces)
Lab: Room 506, NHPCC, East Campus of USTC, Hefei, Anhui, 230026, China. Map (in Chinese)
LinkedIn:
