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Jiemin Fang (方傑民)

me

Email: jaminfong@hust.edu.cn
GitHub | Google Scholar | DBLP

I am a PhD candidate at School of Electronic Information and Communications, Huazhong University of Science and Technology. I am supervised by Prof. Wenyu Liu and Prof. Xinggang Wang. I received my B.E. degree from EIC, Huazhong University of Science and Technology in 2018. My research interests include AutoML and efficient deep learning.

Publications

Preprints

  • FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search
    Jiemin Fang*, Yuzhu Sun*, Qian Zhang, Kangjian Peng, Yuan Li, Wenyu Liu, Xinggang Wang
    arXiv:2006.12986 (2020) PDF | Code | BibTeX

  • EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search
    Jiemin Fang*, Yukang Chen*, Xinbang Zhang, Qian Zhang, Chang Huang, Gaofeng Meng, Wenyu Liu, Xinggang Wang
    arXiv:1901.05884 (2019) PDF | Code | BibTeX

Conference Papers

  • Densely Connected Search Space for More Flexible Neural Architecture Search
    Jiemin Fang, Yuzhu Sun, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang
    CVPR 2020 PDF | Code | BibTeX

  • Fast Neural Network Adaptation via Parameter Remapping and Architecture Search
    Jiemin Fang*, Yuzhu Sun*, Kangjian Peng*, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang
    ICLR 2020 PDF | Code | BibTeX

  • Deep Multi-instance Learning with Dynamic Pooling
    Yongluan Yan, Xinggang Wang, Xiaojie Guo, Jiemin Fang, Wenyu Liu, Junzhou Huang
    ACML 2018 PDF | BibTeX

Internships

  • Aug. 2018 - now, Horizon Robotics in Beijing mentored by Dr. Qian Zhang.

Competition Experience

  • I ever participated in RoboMaster Robotics Competition. I worked on embedded development and achieved the national second prize in 2017. I served as the captain of the team and achieved the national second prize in 2018.

Awards

  • 2016 - 2017, National Scholarship

  1. * denotes equal contribution.