Yufei Tao



Professor

Department of Computer Science and Engineering
Chinese University of Hong Kong
Sha Tin, New Territories
Hong Kong

Office: Room 1019
Ho Sin-Hang Engineering Building

Tel: +852-39438437
Email: taoyf@cse.cuhk.edu.hk

Publications (my favorite selection) and Google Scholar

General Information

Research Interests
Yufei Tao's current research aims to develop "small-and-sweet" algorithms: (i) small: easy to implement for deployment in practice, and (ii) sweet: having non-trivial theoretical guarantees. He is particularly interested in algorithms dealing with massive datasets that do not fit in the memory of a single machine. His work is mainly published in the areas of databases, data mining, and theoretical computer science.

Short Bio

Major Awards
PODS Best Paper Award 2018
Google Faculty Research Award 2016
ACM Distinguished Scientist (Awarded 2016)
SIGMOD Best Paper Award 2015
SIGMOD Best Paper Award 2013
Hong Kong Young Scientist Award 2002

Professional Services

Keynote Speaker of ICDT 2016.

Selected Program Chairmanships (full list)
PC chair of PODS 2020.
PC co-chair of ICDE 2014.

Selected Program Committee Memberships (full list)
SIGMOD: 2007-2009, 2012, 2015, 2017 (group leader), 2018, 2019.
VLDB: 2005, 2009, 2010, 2012-2015, 2017, 2018.
PODS: 2014, 2016, 2017, 2019, 2020 (PC chair).
ICDT: 2015, 2018.
ICDE: 2005, 2007-2010, 2011 (area chair), 2012, 2013, 2014 (PC co-chair), 2016 (area chair), 2017, 2019.
KDD: 2010-2018.

Associate Editorships
ACM Transactions on Database Systems (TODS) (2008-2015).
IEEE Transactions on Knowledge and Data Engineering (TKDE) (2012-2014).

Teaching

Current
CSCI5010 Computational Geometry.

Past Courses at CUHK
ENGG1410 Linear Algebra and Vector Calculus.
CSCI2100 Data Structures.
BMEG3120 Database and Security for Biomedical Engineering.
CSCI5020 External Memory Data Structures.
CMSC5724 Data Mining and Knowledge Discovery.

Past Courses at KAIST
WST501 Fundamentals of Searching Web-Scale Datasets.
WST540 Web Search and Text Analysis.

Past Courses at UQ
COMP3506/7505 Algorithms and Data Structures.
INFS4205/7205 Advanced Techniques for High Dimensional Data.

Graduate Supervision

I believe in supervising a very small number of PhD students simultaneously. The number has never exceeded 2 in my career. Officially, there will be no PhD openings until one of my current students graduates. Only in a rare situation will I consider taking a 3rd PhD with an exceptional background. Applications can be sent in by email. Each application must include a detailed transcript (of the applicant's undergraduate study) and a CV that lists the applicant's awards (since high school) and publications. Applicants with strong background in theoretical algorithms are especially welcome.

Ongoing
Shangqi Lu (PhD student since 2018)
Yu Wang (PhD student since 2017)

Graduated
Dr. Junhao Gan (PhD 2017, now Lecturer at the Uni of Melbourne)
    Winner of the Australasian Distinguished Doctoral Dissertation Award (John Makepeace Bennett Award) 2018.
Dr. Xiaocheng Hu (PhD 2015, now at Google Moutain View)
Dr. Cheng Sheng (PhD 2012, now at Google Switzerland)
Prof. Xiaokui Xiao (PhD 2008, now Associate Professor at the National Uni of Singapore)
    Winner of the Hong Kong Young Scientist Award 2009
    Winner of the ACM-HK Prof. Francis Chin Research Award 2009

I also had the pleasure of working with master students Jiexing Li, Ling Ding, Xiaobing Wu, and Sze Man Yuen.