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Jiemin Fang (方傑民)

me

Email: jaminfong [AT] hust [DOT] edu [DOT] cn
GitHub | Google Scholar | DBLP

I am a PhD candidate at the Institute of Artificial Intelligence and 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.

News

Publications

Journal Papers

  • FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search
    Jiemin Fang*, Yuzhu Sun*, Qian Zhang, Kangjian Peng, Yuan Li, Wenyu Liu, Xinggang Wang
    Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021 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
    SCIENCE CHINA Information Sciences (SCIS) 2021 PDF | Code | BibTeX

  • EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search
    Wenqiang Zhang*, Jiemin Fang*, Xinggang Wang, Wenyu Liu
    Computational Visual Media (CVMJ) 2021 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

  • You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection
    Yuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu
    NeurIPS 2021 PDF | Code | BibTeX

  • Hierarchical Aggregation for 3D Instance Segmentation
    Shaoyu Chen, Jiemin Fang, Qian Zhang, Wenyu Liu, Xinggang Wang
    ICCV 2021 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

Preprints

  • MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens
    Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian
    arXiv:2105.15168 PDF | Code | BibTeX

  • Bag of Instances Aggregation Boosts Self-supervised Learning
    Haohang Xu*, Jiemin Fang*, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian
    arXiv:2107.01691 PDF | Code | BibTeX

  • ResizeMix: Mixing Data with Preserved Object Information and True Labels
    Jie Qin*, Jiemin Fang*, Qian Zhang, Wenyu Liu, Xingang Wang, Xinggang Wang
    arXiv:2012.11101 PDF | BibTeX

Internships

  • Aug. 2018 - Nov. 2020, Horizon Robotics in Beijing mentored by Dr. Qian Zhang.

Academic Services

Reviewer of

  • TPAMI, TNNLS, SCIENCE CHINA Information Sciences
  • CVPR 2022, ICLR 2022, NeurIPS 2021, ICCV 2021, ICML 2021, CVPR 2021, AAAI 2021.

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 lead of the team and achieved the national second prize in 2018.

Awards

  • National Scholarship for PhD Student, 2021
  • National Scholarship for Master Student, 2020
  • National Scholarship for Undergraduate Student, 2017

  1. * denotes equal contribution. 

Since Feb. 2021