Hong Wang


My name is Hong Wang (王红),and I am currently a Ph.D. student supervised by Prof. Deyu Meng at School of Mathematics and Statistics, Xi'an Jiaotong University. I received the B.S. degree from School of Communication and Information Engineer, Nanjing University of Posts and Telecommunications, in 2015, and the M.Sc degree under the supervision of Prof. Zhaoyang Zhang from School of Information and Electronical Engineer, Zhejiang University, in 2018.


 

Research Interests

  • Now I mainly pursue simple, effective, and interpretable methods for natural image/video restoration (deraining/dehazing/desnowing, denoising, super resolution), and medical image analysis, including CT reconstruction (metal artifact removal, low-dose, limited-angle) and fast MRI reconstruction.

  • From 2011 to 2018, I have devoted myself to the wireless communication field and focused on designing effective multi-carrier modulation techniques and sparse coding schemes for 5G.

Publications & Patents

Sep. 2018-Present

  • Hong Wang, Yuexiang Li, Nanjun He, Kai Ma, Deyu Meng, and Yefeng Zheng. DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. IEEE Transactions on Medical Imaging (TMI2021).
  • Hong Wang, Qi Xie, Qian Zhao, Yong Liang, Yong Liang, Deyu Meng. RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining. IEEE Transactions on Neural Networks and Learning Systems, Under Review(TNNLS2021) [PDF].
  • Hong Wang, Yuexiang Li, Haimiao Zhang, Kai Ma, Deyu Meng, and Yefeng Zheng. InDuDoNet+: A Model-Driven Interpretable Dual Domain Network for CT Metal Artifact Reduction. Medical Image Analysis, In Preparation(MedIA2021).
  • Hong Wang, Yuexiang Li, Haimiao Zhang, Jiawei Chen, Kai Ma, Deyu Meng, and Yefeng Zheng. InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction. International Conference on Medical Image Computing and Computer Assisted Intervention(MICCAI2021).[Code]
  • Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Yefeng Zheng, and Deyu Meng. From rain generation to rain removal. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR2021). [PDF][Code]
  • Hong Wang, Qi Xie, Qian Zhao, and Deyu Meng. A Model-driven Deep Neural Network for Single Image Rain Removal. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR2020). [PDF][Code]
  • Hong Wang, Yichen Wu, Minghan Li, Qian Zhao, and Deyu Meng. A Survey on Rain Removal from Video and Single Image. SCIENCE CHINA Information Sciences(SCIS2021).[PDF][Code]
  • Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Shijun Zhang, and Deyu Meng. Structural residual learning for single image rain removal. Knowledge-Based Systems(KBS2021). [PDF][Code]
  • Hong Wang, Qi Xie, Yichen Wu, Qian Zhao, and Deyu Meng. Single image rain streaks removal: a review and an exploration. International Journal of Machine Learning and Cybernetics(IJMLC2020). [PDF]
  • Mingwen Shao, Le Li, Hong Wang, and Deyu Meng. Selective generative adversarial network for raindrop removal from a single image. Neurocomputing(NC2020). [PDF]

Sep. 2011-Aug. 2018

  • Zhaoyang Zhang, Hong Wang, Guanding Yu, Yu Zhang, and Xianbin Wang. Universal filtered multi-carrier transmission with adaptive active interference cancellation. IEEE Transactions on Communications (TCOM2017).[PDF](First student author)
  • Hong Wang, Zhaoyang Zhang, and Xiaoming Chen. Successive interference cancellation based non-orthogonal opportunistic beamforming. International Conference on Microwave and Millimeter Wave Technology (ICMMT2018).[PDF]
  • Hong Wang, Zhaoyang Zhang, Yu Zhang, and Guanding Yu. Enhanced inter-sub-band interference suppression for universal filtered multi-carrier transmission. IEEE Wireless Communications and Networking Conference (WCNC2017).[PDF]
  • Hong Wang, Zhaoyang Zhang, and Xiaoming Chen. Resource allocation for downlink joint space-time and power domain non-orthogonal multiple access. International Conference on Wireless Communications and Signal Processing (WCSP2017).[PDF]
  • Hong Wang, Zhaoyang Zhang, and Xiaoming Chen. Energy-efficient power allocation for non-orthogonal multiple access with imperfect successive interference cancellation. International Conference on Wireless Communications and Signal Processing (WCSP2017).[PDF]
  • Hong Wang, Zhaoyang Zhang, Yu Zhang, and Chao Wang. Universal filtered multi-carrier transmission with active interference cancellation. International Conference on Wireless Communications and Signal Processing (WCSP2015).[PDF]
  • Jue Wang, Zhaoyang Zhang, Xianbin Wang, Hong Wang, and Chunxu Jiao. A low-complexity reconstruction algorithm for compressed sensing using Reed-Muller sequences. IEEE International Conference on Communications (ICC2018).[PDF]
  • Pai Zhu, Hong Wang, Xining Wang, Sumit Chakravarty, and Donglin Wang. Dynamic spectrum access: a markovian approach to predict profits of primary user. International Conference on Signal Processing (ICSP2014).[PDF]
  • 张朝阳,王红,王超,张昱,王献斌,罗茜倩. 一种UFMC系统中的主动干扰消除方法. 发明专利(专利号:CN201510274259.X,授权公告日:2018. 03. 06)[PDF]
  • 张朝阳,王红,陈晓明,钟财军,王献斌. 一种考虑不完美SIC的下行NOMA功率分配方法”,发明专利(专利号:CN2017100504153,授权公告日:2017. 05.17)[PDF]

Honors

  • Nov.2021 China National Scholarship for Graduate Students of Xi’an Jiaotong University (<2%) (highest national wide scholarship for students in China)
  • Jul.2021 2nd size for Tencent Rhino Bird Elite Talent(<0.1%), Best Style Award(<0.1%)
  • Nov.2020 Huawei Scholarship (<1%), Outstanding graduate student of Xi’an Jiaotong University
  • Oct. 2020 1st size for Scholarship of Xi’an Jiaotong University
  • Jun.2020 3rd size for National Graduate Mathematical modeling Contest (<5%)
  • Apr.2020 Tencent Rhino Bird Elite Talent Program
  • Mar.2018 Outstanding graduate student of Zhejiang University
  • Nov.2017 China National Scholarship for Graduate Students of Zhejiang University (<2%) (highest national wide scholarship for students in China)
  • Oct.2017 Outstanding Graduate Student Cadre of Zhejiang University
  • 2016-2018 Merit Graduate Student of Zhejiang University (2 times)
  • Nov.2016 Samsung Scholarship (<3%)
  • Aug.2016 1st size for National Graduate Electronical Design Competition (<1%)
  • Jun.2015 Outstanding undergraduate student of NUPT
  • Jun.2015 China Telecom Scholarship (<1%), Hengtong First Prize Scholarship (<1%)
  • Nov.2014 1st size (Meritorious Winner) of International Mathematical Contest in Modeling (MCM) (<1%)
  • Sep.2014 Provincial Merit Student Award (<1%)
  • Jun.2014 Pacemaker to Creative Student of NUPT (<1%)
  • Nov.2012 1st size for Advanced Mathematics Competition in Jiangsu Province (<5%)
  • 2011-2015 China National Scholarship for Undergraduate Students of NUPT (<1%, 3 times) (highest national wide scholarship for students in China)
  • 2011-2015 1st size for scholarship of NUPT (<5%, 3 times)
  • 2011-2015 Pacemaker to Merit Student of NUPT (<5%, 3 times)

Academic Activaties

  • Reviewer:
    • Natural Image: IEEE CVPR2022, IEEE CVPR2021, IEEE CVPR2021 UG2+ Challenge, IEEE ICCV2021, IEEE AAAI2021, IJCAI2019(Outstanding Senior PC), IEEE Knowledge Based Systems2020-2021
    • Medical Image: IEEE Transactions on Medical Imaging2020
    • Wireless Communication: IEEE Access2017-2019, IEEE Transactions on Communications2018, IEEE ICC2018, IEEE Communications Letters2017, IEEEWCSP2017
  • Reporter/Attendee:
    • MICCAI2021 (Poster), Virtual
    • CVPR2021 (Poster), Virtual
    • CVPR2020 (Poster), Virtual
    • VALSE2019, Hefei, China
    • MLA2018, Nanjing, China
    • WCNC2017 (Oral Presentation), SFO, America
    • WCSP2017 (Oral Presentation), Nanjing, China
    • WCSP2015 (Oral Presentation), Nanjing, China