Assistant Professor (助理教授/研究员/博士生导师)

Visual-Information Intelligent Learning LAB (VILLA 课题组)
School of Electronic and Computer Engineering
Shenzhen Graduate School
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Peking University (PKU)
Shenzhen, Guangdong, China
Email: zhangjian.sz@pku.edu.cn
Homepage: https://jianzhang.tech
Recent News
- 2022/07 - 1 paper accepted to TPAMI!
- 2022/07 - 1 paper accepted to TIP!
- 2022/07 - 1 paper accepted to TNNLS!
- 2022/07 - 2 papers accepted to ECCV 2022!
- 2022/07 - 2 papers accepted to ACM MM 2022!
- 2022/06 - 1 paper accepted to MICCAI 2022!
- 2022/05 - 1 paper accepted to TCSVT!
- 2022/05 - 1 paper accepted to TMM!
- 2022/04 - 2 papers accepted to JSTSP!
- 2022/03 - 3 papers accepted to CVPR 2022!
- 2022/03 - 1 paper accepted to TIP!
- 2022/01 - 1 paper accepted to TMM!
- 2021/12 - 1 paper accepted to TCSVT!
- 2021/11 - 2 papers accepted to AAAI 2022!
Biography
Dr. Jian Zhang is an Assistant Professor (Ph.D. Supervisor) at the School of Electronic and Computer Engineering (SECE), Peking University Shenzhen Graduate School, Shenzhen, China. He is now leading the Visual-Information Intelligent Learning LAB (VILLA). He is also a visiting scholar at Peng Cheng Laboratory.
His research interests include intelligent multimedia processing, computer vision and optimization. He has published over 80 technical articles in refereed international journals and proceedings, with more than 3000 citations [Google Scholar]. His SECE webpage in Chinese is here [中文主页].
He received the B.S. degree from the Department of Mathematics, Harbin Institute of Technology (HIT), Harbin, China, in 2007, and received his M.Eng. and Ph.D. degrees (under the supervision of Prof. Debin Zhao) from the School of Computer Science and Technology, HIT, in 2009 and 2014, respectively. From 2014 to 2018, he worked as a postdoctoral researcher at Peking University (PKU) (cooperated with Prof. Wen Gao), Hong Kong University of Science and Technology (HKUST) (cooperated with Prof. Xiaopeng Fan), and King Abdullah University of Science and Technology (KAUST) (cooperated with Prof. Bernard Ghanem).
张健,北京大学信息工程学院助理教授/研究员、博士生导师,深圳市海外高层次人才。分别于2007年、2009年、2014年获得哈尔滨工业大学(HIT)数学与应用数学理学学士、计算机科学与技术工学硕士及计算机应用工学博士。2014-2018年期间先后在北京大学(PKU)、香港科技大学(HKUST)和沙特阿卜杜拉国王科技大学(KAUST)做博士后访问研究。目前,他负责视觉信息智能学习课题组(Visual-Information Intelligent Learning LAB,简称 VILLA )。他也是 鹏城实验室 的访问学者。
主要从事图像表示重建与计算机视觉方面的基础理论和应用研究,在信息科学领域权威IEEE/ACM期刊和CCF A类顶级会议上发表论文50余篇。Google Scholar引用3490次,H-index值为29,SCI他引超过1700次(其中单篇第一作者期刊论文Google Scholar最高引用586次;单篇第一作者会议论文Google Scholar最高引用471次)。相关研究成果申请中国专利10余项。获得IEEE视觉通讯与图像处理(VCIP)国际会议2011年度最佳论文奖以及该国际会议2015年度最佳学生论文奖、IEEE多媒体IEEE MultiMedia国际期刊2018年度最佳论文奖、中国多媒体大会ChinaMM 2021年度最佳论文奖、深圳市科学技术协会2021年优秀自然科学学术论文奖(共16篇,信息领域唯一1篇)、2020及2021连续两年入选人工智能与图像处理领域全球前2%顶尖科学家"年度影响力"榜单。
欢迎优秀的本科生和硕士生保送和报考北京大学信息工程学院的硕士和博士研究生,课题组博士后职位也已开放,更多招生、实习以及科研最新信息请查看个人主页: https://jianzhang.tech/ 以及实验室主页: https://villa.jianzhang.tech/ 。
Research Areas
- Intelligent Multimedia Processing
- Deep Learning and Optimization
- Computer Vision
Papers in Reverse Chronological Order
2022

Chong Mou, Jian Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.
[Cite]

Bin Chen, Jian Zhang
IEEE Transactions on Image Processing (TIP), 2022.
[Cite]

Yuqing Liu, Qi Jia, Jian Zhang, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.
[Cite]

Chong Mou, Yanze Wu, Xintao Wang, Chao Dong, Jian Zhang, Ying Shan
European Conference on Computer Vision (ECCV), 2022.
[Cite]

Qiankun Gao, Chen Zhao, Bernard Ghanem, Jian Zhang
European Conference on Computer Vision (ECCV), 2022.
[Cite]

Xinhua Cheng, Mengxi Jia, Qian Wang, Jian Zhang
ACM International Conference on Multimedia (ACM MM), 2022.
[Cite]

Jianhui Chang, Jian Zhang, Youmin Xu, Jiguo Li, Siwei Ma, Wen Gao
ACM International Conference on Multimedia (ACM MM), 2022.
[Cite]
Xinhua Cheng, Mengxi Jia, Qian Wang, Jian Zhang
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022.
[Cite]
Yusheng Tao, Jian Zhang, Jiajing Hong, Yuesheng Zhu
IEEE Transactions on Multimedia (TMM), 2022.
[Cite]
Youmin Xu, Chong Mou, Yujie Hu, Jingfen Xie, Jian Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
[Cite]
2021
Hangfan Liu, Jian Zhang, Ruiqin Xiong
IEEE Transactions on Computational Imaging (TCI), 2021.
[Cite]
Before 2021 (selected)
Jian Zhang, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
[PDF] [Code] [Cite] [Featured on Nuit Blanche]
Jian Zhang, Chen Zhao, Debin Zhao, Wen Gao
Signal Processing (SP), 2014.
[PDF] [Code] [Cite] [Featured on Nuit Blanche]
Professional Activities | Reviewers
- Circuits, Systems & Signal Processing
- IEEE Sensors Journal
- IEEE Signal Processing Letter
- IEEE Transactions on Circuits System and Video Technology
- IEEE Transactions on Image Processing
- IEEE Transactions on Medical Imaging
- IEEE Transactions on Multimedia
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- IEEE Transactions on Signal Processing
- IET Image Processing
- Journal of Electronic Imaging
- Journal of Visual Communication and Image Representation
- KSII Transactions on Internet and Information Systems
- Neural Computing and Application
- Neurocomputing
- Scientific Reports
- Signal Processing
- Signal Processing: Image Communication
- The Visual Computer
- CVPR, ECCV, ICML, NIPS, ICLR
Professional Activities | Journal Impact Factor (IF) 2020
- ACM Transactions on Graphics (IF: 6.495)
- IEEE Journal of Selected Topics in Signal Processing (IF: 6.856)
- IEEE Journal on Emerging and Selected Topics in Circuits and Systems (IF: 3.916)
- IEEE Transactions on Circuits System and Video Technology (IF: 4.046)
- IEEE Transactions on Cybernetics (IF: 11.448)
- IEEE Transactions on Image Processing (IF: 10.856)
- IEEE Transactions on Multimedia (IF: 6.513)
- IEEE Transactions on Systems, Man, and Cybernetics: Systems (IF: 13.451)
- Signal Processing (IF: 4.662)
- Signal Processing: Image Communication (IF: 3.256)
- Scientific Reports (IF: 4.011)
Professional Activities | Memberships
- Member, IEEE
- Member, CCF
- Member, CAAI
Awards
- Best Paper Award (ChinaMM) 2021
- Selected in the list of “Single Year Impact” of the top 2% scientists in the world in 2020, 2021
- Best Paper Award (IEEE MultiMedia) 2018
- Best Student Paper Award at IEEE Visual Communications and Image Processing (VCIP) 2015
- Excellent Ph.D. Thesis Award, Harbin Section, ACM China 2015
- Excellent Ph.D. Thesis Award, Harbin Institute of Technology 2015
- Best Student Paper Award in School of Computer Science and Technology (HIT) 2013
- National Scholarship, Harbin Institute of Technology (HIT) 2012
- Outstanding Individual Award in NELVT (2012)
- Best Student Paper Award in School of Computer Science and Technology (HIT) 2012
- First Prize of Qualcomm Innovation Fellowship (QInF) 2012
- Outstanding Individual Award in NELVT (2011)
- Best Paper Award at IEEE Visual Communications and Image Processing (VCIP) 2011