UCB Core-PI |
Yi MaProfessor
FIELD OF DISCIPLINE :
Email : yima@eecs.berkeley.edu
Phone :
Office Location :
Personal Website : http://people.eecs.berkeley.edu/~yima/
Google Scholar Website :
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个人简历BIOGRAPHY
教育背景EDUCATION BACKGROUND
• Ph.D. in Electrical Engineering and Computer Sciences, University of California atBerkeley, 2000. • Master of Arts in Mathematics, University of California at Berkeley, 2000. • Master of Science in Electrical Engineeringand Computer Sciences, University of California at Berkeley, 1997. • Bachelor Degree in Automatic Control with asupplementary second degree in Applied Mathematics, Tsinghua University, Beijing, China, 1995. 学术背景ACADEMIC BACKGROUND
工作经历PROFESSIONAL EXPERIENCE
• Independent Director of the Board of Directors of Cheetah Mobile Inc. (NYSE: CMCM), since March 2018. • Director of AI Lab in Silicon Valley of Bytedance Inc., since January 2018. • Cofounder of the startup Plex-VR Digital Technology Co. Ltd, since 2016. • Consultant to HTC/VIA, January 2014 to November 2017. • Group Manager and Principal Researcher of the Visual Computing Group, Microsoft Research Asia, Beijing, China, July 2009 –February 2014. • Senior Visiting Researcher of the Visual Computing Group, Microsoft Research Asia, Beijing, China, Fall 2006. 学术任职ACADEMIC APPOINTMENTS
• Professor in residence of Department of the Electrical Engineering and Computer Sciences, University of California at Berkeley, since January 2018. • Affiliate Professor and co-director of the Imaging Science Lab of the Tsinghua-Berkeley Shenzhen Institute (TBSI), since March 2018. • Chief Scientist of Berkeley FHL Vive Center for Enhanced Reality, since February2018. • Professor of School of Information Scienceand Technology, ShanghaiTech University, China, February 2014–November 2017. • Executive Dean of School of Information Science and Technology, ShanghaiTech University, China, Septem- ber 2014 –March 2017. • Adjunct Associate Professor of the Electrical & Computer Engineering Department, University of Illinois at Urbana-Champaign, since January 2012. • Associate Professor (with tenure) of the Electrical & Computer Engineering Department, University of Illinois at Urbana-Champaign, August 2006 – December 2011. • Affiliate Associate Professor of the Computer Science Department, University of Illinois at Urbana- Champaign, since August 2009. • Research Associate Professor of the Coordinated Science Laboratory, and of the Beckman Institute, University of Illinois at Urbana-Champaign, since August 2006. • Visiting Professor at Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Spring 2007. • Visiting Senior Researcher of the Directorat Microsoft Research Asia, Beijing, China, Summer and Fall 2006. • Assistant Professor (tenure track) of the Electrical & Computer Engineering Department, University of Illinois at Urbana-Champaign, August 2000 – August 2006. 额外职务ADDITIONAL POSITIONS
学术职务ACADEMIC APPOINTMENTS
访问经历VISITING EXPERIENCE
业界经历INDUSTRIAL EXPERIENCES
学术兼职PROFESSIONAL AFFILIATIONS AND ACTIVITIES
兼职情况AFFILIATIONS AND ACTIVITIES
社会兼职SOCIAL APPOINTMENTS
会议组织CONFERENCE ORGANIZATION
实习INTERNSHIP
研究RESEARCH
研究及教学领域RESEARCH AND TEACHING AREAS
研究领域及专长RESEARCH INTEREST AND EXPERTISE
研究课题RESEARCH TOPIC
研究项目RESEARCH PROJECTS
研究成果RESEARCH RESULTS
科研经历RESEARCH EXPERIENCE
研究经费RESEARCH GRANTS
荣誉和奖项HONORS & AWARDS
• ACM Fellow, class 2017. • The World's Highly Cited Researchers, ranked by Clarivate Analytics of Thomson Reuters, since 2016. • Top 50 of the World's Most Influential Authors in Computer Science, ranked by Semantic Scholar, reported by Science Magazine, April 2016. • The Second Prize of the Inaugural Best Paper Award of the Journal on Information and Inference, Institute of Mathematics and its Applications, 2015. • Shanghai Academic Leaders Program Award, 2014. • Distinguished Speaker of the Year, China Computer Federation (CCF), 2014. • IEEE Fellow, Computer Society, class 2013. 专业服务PROFESSIONAL SERVICE
学术服务ACADEMIC APPOINTMENTS
高校服务UNIVERSITY SERVICE
语言LANGUAGE
教学TEACHING
课程COURSES
硕士生&博士生指导MASTER'S & PHD ADVISING
学术成果ACADEMIC ACHIEVEMENTS
成就(包括出版物、专利、特邀报告、演讲等)ACHIEVEMENTS (INCL. PUBLICATIONS,PATENTS, INVITED TALKS, LECTURES, ETC.)
KEYNOTESAND DITINGUISHED LECTURES • Keynote Speech at IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan, December 9-12, 2018. • Keynote Speech at Global Artificial Intelligence and Robotics Summit (CCF-GAIR2018), Shenzhen, China, June 29 -July 1, 2018. • Distinguished Lecture at the GlobalFrontiers in Science and Technology forum, the Berkeley Global Science Institute, June 11, 2018. • Keynote Speech at the 1st Forum onFrontiers of Science and Engineering, organized by Tsinghua Alumni AcademiaClub (TAAC), Seattle, May 28-30, 2018 • Plenary Talk at Dutch Mathematical Congress, Netherlands, April 3-4, 2018. • Keynote Speech at United Nation 12th Internet Governance Forum (IGF), Geneva, Switzerland, December 18, 2017. • Keynote Speech at China Workshops on Machine Learning and Applications (MLA), Beijing, China, November 3-5, 2017. PUBLICATIONS
Google Citations: 37,670 as of April 2018, with H-index at 66, with three papers once ranked No.1 as the most cited papers(of the JournalofACM,IEEETrans.OnPatternAnalysisandMachineIntelligence,and IEEE Trans. on Image Processing respectively) with in the past five years by Google Scholar Metrics. Among the World’s Highly Cited Researchers of 2016 ranked by Clarivate Analytics of Thomson Reuters and among Top 50 of the World's Most Influential Authors in Computer Science, ranked by Semantic Scholar, reported by Science Magazine, April 2016.
Books Authored: 1.High-Dimensional Data Analysis via Low-Dimensional Models, John Wright, Yi Ma, and Allen Yang,expected 2019. 2.Generalized Principal Component Analysis, Ren´e Vidal, Yi Ma, and Shankar Sastry, Springer Series on Interdisciplinary Applied Mathematics (IAM #40), 566 pages/121illustrations, Springer, New York, 2016. 3.AnInvitation to 3-D Vision: From Images to Geometric Models, Yi Ma, Stefano Soatto, Jana Koˇseck´a, and Shankar Sastry, Springer Series on Interdisciplinary Applied Mathematics (IAM #26), 526pages/170 illustrations, Springer, New York, 2004. Book Edited: 1. Dynamical Vision, edited by Rene Vidal,Anders Heyden, and Yi Ma, Lecture Notes in Computer Science (LNCS #4358), 329 pages, Springer, 2007. Journal Special Issue Edited: 1.Special issue on Real-World Face Recognition, edited with Hua Gang, EricLearned-Miller, Thomas Huang, and David Kriegman, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011. 2.Special issue on Dimensionality Reduction via Subspace and Manifold Learning, edited by Yi Ma, Partha Niyogi, Guillermo Sapiro, and Ren´e Vidal, IEEE Signal Processing Magazine, March 2011. 3.Special issue on Applications of Sparse Representation and Compressive Sensing, editedby Richard Baraniuk, Emmanuel Candes, Michael Elad, and Yi Ma, Proceedings of IEEE, June 2010. Refereed Journal Papers: 1.'Label Information Guided Graph Construction for Semi-Supervised Learning,' Liansheng Zhuang, Zihan Zhou, ShenghuaGao, Jingwen Yin, Zhouchen Lin, and Yi Ma, IEEE Transactions on ImageProcessing, 2017. 2.'Texture Repairing by Unified Low Rank Optimization,' Xiao Liang, Xiang Ren, ZhengdongZhang, Yi Ma, 31 (3), pages 525-546, Journal of Computer Science and Technology,2016. 3.'ROML: A Robust Feature Correspondence Approach for Matching Objects in a Set ofImages,' Kui Jia, Tsung-Han Chan, Zinan Zeng, and Yi Ma, Vol. 117, issue 2, pages 173-197, the International Journal of Computer Vision (IJCV), 2016. 4.'PCANet: A Simple Deep Learning Baseline for Image Classification?' Tsung-Han Chan, KuiJia, Shenghua Gao, Jiwen Lu, Zinan Zeng, and Yi Ma, 24 (12), pages 5017-5032, IEEE Transactions on Image Processing, 2015. 出版物与专利PUBLICATIONS & PATENTS
报告与演讲TALKS & LECTURES
活动ACTIVITIES
毕业生ALUMNI
学生和博士后STUDENTS AND POSTDOCS
招生及博士后招聘OPENING
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