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
- 2023/05 - 1 paper accepted to IJCV!
- 2023/05 - 1 paper accepted to TIP!
- 2023/04 - 1 paper accepted to IJCV!
- 2023/04 - 1 paper accepted to IJCAI 2023!
- 2023/04 - 1 paper accepted to TRO!
- 2023/03 - 1 paper accepted to TIP!
- 2023/02 - 4 papers accepted to CVPR 2023!
- 2023/02 - 1 paper accepted to TCSVT!
- 2023/01 - 1 paper accepted to IJCV!
- 2023/01 - 1 paper accepted to ICLR 2023!
- 2022/11 - 4 papers accepted to AAAI 2023!
- 2022/09 - 1 paper accepted to SPM!
- 2022/08 - 1 paper accepted to TNNLS!
- 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!
Biography
Dr. Jian Zhang is an Assistant Professor (Ph.D. Supervisor) at the School of Electronic and Computer Engineering (SECE), Shenzhen Graduate School, Peking University, Shenzhen, China. He is now leading the Visual-Information Intelligent Learning LAB (VILLA).
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) and King Abdullah University of Science and Technology (KAUST) (cooperated with Prof. Bernard Ghanem).
His research interest focuses on intelligent multimedia processing, including AI-based computational imaging and low-level vision, AI-generated content (AIGC), and 3D scene understanding. He has published over 100 technical articles in refereed international journals and proceedings, with more than 4600 citations [Google Scholar]. He won several awards for best papers in journals/conferences at home and abroad and was selected as the “annual influence” list of the top 2% scientists in the field of image processing for three consecutive years. His SECE webpage in Chinese is here [中文主页].
张健,北京大学深圳研究生院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(导师:赵德斌教授)。2014-2018年期间先后在北京大学(PKU)(合作导师:高文院士)和沙特国王科技大学(KAUST)(合作导师:Bernard Ghanem教授)做博士后访问研究。目前,他负责北京大学视觉信息智能学习实验室(Visual-Information Intelligent Learning LAB,简称 VILLA )。
主要从事基于深度学习的多媒体智能处理方面研究,包括基于AI的计算成像和底层视觉、AI内容生成(AIGC)、三维场景理解等,在TPAMI/SPM/IJCV/TIP/CVPR/ICCV/NeurIPS/ICLR/AAAI等高水平国际期刊会议上发表论文100余篇。近两年,带领VILLA以第一或通讯作者在CCF A类会议/期刊上发表论文20余篇。个人Google Scholar引用4800次,H-index值为35,SCI他引超过2400次(其中单篇一作期刊最高引用660+次和单篇一作者会议论文最高引用760+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)、连续三年入选人工智能与图像处理领域全球前2%顶尖科学家榜单。
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,更多最新信息请查看个人学术主页: https://jianzhang.tech/ 或者信息工程学院教师 [中文主页] 以及实验室主页: https://villa.jianzhang.tech/ 。
Research Areas
- AI-based computational imaging and low-level vision
- AI-generated content (AIGC)
- 3D scene understanding
Selected Publications
2023 (3 IJCV, 1 SPM, 2 TIP, 1 TRO, 1 TCSVT; 4 CVPR, 4 AAAI, 1 ICLR, 1 IJCAI)

Bin Chen, Jiechong Song, Jingfen Xie, Jian Zhang
International Journal of Computer Vision (IJCV), 2023.
[Cite]

Dongjie Ye, Zhangkai Ni, Hanli Wang, Jian Zhang, Shiwqi Wang, Sam Kwong
IEEE Transactions on Image Processing (TIP), 2023.
[Cite]

Xinhua Cheng, Nan Zhang, Jiwen Yu, Yinhuai Wang, Ge Li, Jian Zhang
International Joint Conference on Artificial Intelligence (IJCAI), 2023.
[Cite]

Jianhui Chang, Jian Zhang, Jiguo Li, Shiqi Wang, Qi Mao, Chuanmin Jia, Siwei Ma, Wen Gao
International Journal of Computer Vision (IJCV), 2023.
[Cite]

Yanmin Wu, Yunzhou Zhang, Delong Zhu, Zhiqiang Deng, Wenkai Sun, Xin Chen, Jian Zhang
IEEE Transactions on Robotics (TRO), 2023.
[Cite]

Jiechong Song, Bin Chen, Jian Zhang
IEEE Transactions on Image Processing (TIP), 2023.
[Cite]

Xinhua Cheng, Yanmin Wu, Mengxi Jia, Qian Wang, Jian Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[Cite]
Jingfen Xie, Jian Zhang
AAAI Conference on Artificial Intelligence (AAAI), 2023.
[Cite]
Jing Zhao, Ruiqin Xiong, Jian Zhang, Rui Zhao, Hangfan Liu, Tiejun Huang
AAAI Conference on Artificial Intelligence (AAAI), 2023.
[Cite]
2022 (1 TPAMI, 2 TNNLS, 2 TIP, 2 TCSVT, 2 TMM, 2 JSTSP; 3 CVPR, 2 ECCV, 2 ACM MM, 2 AAAI, 1 MICCAI)
Before 2022 (11 TIP, 1 TOG, 4 TMM, 5 TCSVT; 3 CVPR, 3 ICCV, 1 NeurIPS, 10 DCC, 2 ACM MM)
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
- 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
- Scientific Reports
- Signal Processing
- CVPR, ECCV, ICML, NIPS, ICLR
Professional Activities | Journal Impact Factor (IF) 2022
- IEEE Transactions on Pattern Analysis and Machine Intelligence (IF: 24.314)
- IEEE Signal Processing Magazine (IF: 15.204)
- International Journal of Computer Vision (13.369)
- IEEE Transactions on Image Processing (IF: 11.041)
- IEEE Transactions on Neural Networks and Learning Systems (IF: 14.255)
- IEEE Transactions on Cybernetics (IF: 19.118)
- IEEE Transactions on Systems, Man, and Cybernetics: Systems (IF: 11.471)
- IEEE Transactions on Multimedia (IF: 8.182)
- ACM Transactions on Graphics (IF: 7.403)
- IEEE Journal of Selected Topics in Signal Processing (IF: 7.695)
- IEEE Journal on Emerging and Selected Topics in Circuits and Systems (IF: 5.877)
- IEEE Transactions on Circuits System and Video Technology (IF: 5.859)
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, 2022
- 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