Hongwei Qin (Dr.red)

 

Ph.D.Curriculum Vitae

E-Mail:   qhw12@Tsinghua is closed, please do NOT email me

Homepage:   http://qinhongwei.com


Education
Ph.D.  Sep. 2012 - June 2017, Department of Automation, Tsinghua University, Beijing, China
B.Eng.  Oct. 2008 - July 2012, Department of Automation, Tsinghua University, Beijing, China

Research Interests
Deep Learning for Computational Photography and Visual Recognition
AutoML, ISP, Image and Video Understanding, including Image Denoising, Super-Resolution, Image Enhancement, Face Detection, Object Detection, Visual Tracking, Action Recognition, as well as AutoML for these vision applications, such as Quantization, Neural Architecture Search

Publications
[0]. Wei Gao, Yi Wei, Quanquan Li, Hongwei Qin, Wanli Ouyang, Junjie Yan. Pruning with Hints: An Efficient Framework for Model Acceleration. (Tech Report, 2018). Paper
[1]. Yi Wei, Xinyu Pan, Hongwei Qin, Wanli Ouyang, Junjie Yan. Quantization Mimic: Towards Very Tiny CNN for Object Detection. (ECCV 2018). Paper
[2]. Congrui Hetang, Hongwei Qin, Shaohui Liu, Junjie Yan. Impression Network for Video Object Detection. (Arxiv Tech Report, 2017). Paper
[3]. Mask-FCN. rejected by ICCV 2017. So we choose to keep it private until we make enough money using this tech
[4]. Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu. Scale-Aware Face Detection. In CVPR, 2017, Honolulu, USA. Paper
[5]. Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu. Joint Training of Cascaded CNN for Face Detection. In CVPR, 2016, Las Vegas, USA. Paper
[6]. Hongwei Qin, Xiu Li, Yangang Wang, Yongbing Zhang, Qionghai Dai. DEPT: Depth Estimation by Parameter Transfer with a Lightweight Model for Single Still Images. IEEE Trans. on CSVT, 2016. Paper
[7]. Hongwei Qin, Xiu Li, Jian Liang, Yigang Peng, Changshui Zhang. DeepFish: Accurate Underwater Live Fish Recognition with a Deep Architecture. Neurocomputing, 2015. Project, Paper
[8]. Xiu Li, Hongwei Qin, Yangang Wang, Yongbing Zhang, Qionghai Dai. DEPT: Depth Estimation by Parameter Transfer for Single Still Images. In ACCV, Nov. 2014, Singapore. Paper
[9]. Hongwei Qin, Yigang Peng, Xiu Li. Foreground Extraction of Underwater Videos via Sparse and Low-Rank Matrix Decomposition. In ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Aug. 2014, Stockholm, Sweden. [Oral Presentation] Paper
[10]. Hongwei Qin et al. Visualizations of iPhone5s Topic Trends on Twitter and Weibo. 2013. Visualization Demo, Technical Report

Academic Activities
Reviewer: IJCV, ECCV, CVPR, WACV
Visitor: The Intelligent Modelling & Analysis Research Group, The University of Nottingham, UK. Invited by Prof. Uwe Aickelin. Jul.-Aug., 2011
Visitor: Web Science DTC, University of Southampton, UK. Invited by Prof. Wendy Hall. Nov., 2013
Intern: SenseTime. Object Detection Team, Research Center. From Summer, 2015 to Summer 2017. I spent a long and happy time doing research on face detection.

Former Interns
Zekun Hao, Undergraduate@Beihang, now PhD@Cornell
Ji Lin, Undergraduate@Tsinghua, now RA@MIT
Congrui Hetang, Undergraduate@Beihang, now Master@CMU
Shaohui Liu, Undergraduate@Tsinghua, PhD@Tsinghua&MSRA starting in 2019
Yi Wei, Undergraduate@Tsinghua, PhD@Tsinghua starting in 2019
Mingjie Sun, Undergraduate@Tsinghua, now visitor@Berkeley
Zhen Dong, Undergraduate@Peking University, now PhD@Berkeley

Honors and Awards

National Ph.D. Fellowship, 2014


Links
Homepage
Google Scholar Citations
Tsinghua University

Curriculum Vitae