Biography
I am currently a research assistant professor in the Department of Computing, The Hong Kong Polytechnic University (PolyU). I received my Ph.D. degree from the Department of Computing at the Hong Kong Polytechnic University in 2022 and received my MSc. degree and B.Sc degree from Xi’an Jiaotong University, China, in 2016 and 2013, respectively. My research interests focus on the research areas of computer vision, deep learning, and machine learning. I have published a lot of research works in top journals and conferences including TPAMI, TIP, TNNLS, CVPR, ECCV, NeruIPS, etc. I am also a reviewer of some prestigious journals and conferences in my research areas, such as TPAMI, TIP, CVPR, AAAI, ICLR, NeruIPS, etc.
12/2017-06/2022 Ph.D., Department of Computing, Hong Kong Polytechnic University, Hong Kong.
09/2013-06/2016 M.Sc， School of Mathematics, Xi’an Jiaotong University，Xi'an China
09/2009-06/2013 B.Sc， School of Mathematics, Xi’an Jiaotong University，Xi'an China
08/2022-Now Research Assistant Professor, Department of Computing, Hong Kong Polytechnic University, Hong Kong.
04/2017-06/2018 Algorithm Engineer(Intern), Artificial Intelligence Center, Alibaba Cloud, Alibaba Group
12/2016-12/2017 Research Assistant, Department of Computing, Hong Kong Polytechnic University, Hong Kong.
2023
Hongwei Yong, Ying Sun and Lei Zhang. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023.2022
Hongwei Yong, Lei Zhang. European Conference on Computer Vision (ECCV) 2022. Hongyi Zheng, Hongwei Yong, Lei Zhang. European Conference on Computer Vision (ECCV) 2022.2021
Hongyi Zheng, Hongwei Yong, Lei Zhang. the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021.2020
Hongwei Yong, Jianqiang Huang, Xiansheng Hua, Lei Zhang . European Conference on Computer Vision (ECCV) 2020. (Oral)Momentum Batch Normalization for Deep Learning with Small Batch Size
2019
Jianrui Cai, Hui Zeng, Hongwei Yong, Zisheng Cao, Lei Zhang. IEEE International Conference on Computer Vision (ICCV), 2019. (Oral) Zongsheng Yue, Hongwei Yong, Deyu Meng, Qian Zhao, Yee Leung, Lei Zhang . IEEE Transactions on Neural Networks and Learning Systems, 31(4), 1070-1083, 20192018
Kede Ma, Zhengfang Duanmu, Zhou Wang, Qingbo Wu, Wentao Liu, Hongwei Yong, Hongliang Li, and Lei Zhang IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 Jiuwen Cao, Kai Zhang, Hongwei Yong, Xiaoping Lai, Badong Chen, Zhiping Lin IEEE Trans. on Neural Networks and Learning Systems (TNNLS) , 2018. Zhihang Fu, Chang Zhou, Hongwei Yong, Rongxin Jiang, Xiang Tian, Yaowu Chen, Xian-Sheng Hua 2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM), 1-7 Hongwei Yong, Deyu Meng, Wangmeng Zuo, Lei Zhang IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 40, issue 7, pp. 1726-1740, July 2018 Jinxing Li, Hongwei Yong, Bob Zhang, Mu Li, Lei Zhang and David Zhang. AAAI Conference on Artificial Intelligence , 2018. (Oral) Chen Shen, Guo-Jun Qi, Rongxin Jiang, Zhongming Jin, Hongwei Yong, Yaowu Chen, Xian-Sheng Hua IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018 .2017
Kede Ma, Hui Li, Hongwei Yong, Zhou Wang, Deyu Meng, and Lei Zhang IEEE Transactions on Image Processing (TIP), vol. 26, no. 5, pp. 2519-2532, May 2017 Kede Ma, Zhengfang Duanmu, Qingbo Wu, Zhou Wang, Hongwei Yong, Hongliang Li, and Lei Zhang IEEE Transactions on Image Processing (TIP), vol. 26, no. 2, pp. 1004-1016, Feb. 2017 Kede Ma, Qingbo Wu, Zhou Wang, Zhengfang Duanmu, Hongwei Yong, Hongliang Li, and Lei Zhang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (Spotlight)