Yufei Tao

	Professor and University Senate Member Department of Computer Science and Engineering Chinese University of Hong Kong Sha Tin, New Territories Hong Kong, China Office: Room 926, Ho Sin-Hang Engineering Building Tel: +852-39434261 Email: taoyf@cse.cuhk.edu.hk Publications (my favorite selection)

General Information

Research Interests Yufei Tao's 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 particularly enjoys working on problems that arise at the cross-intersection of databases, machine learning, and theoretical computer science. Short Bio Major Awards ICDT Best Paper Award 2023 GEMS of PODS 2022 ACM Fellow (Awarded in 2020) PODS Best Paper Award 2018 Google Faculty Research Award (2016) ACM Distinguished Scientist (Awarded in 2016) SIGMOD Best Paper Award 2015 SIGMOD Best Paper Award 2013 Hong Kong Young Scientist Award 2002 Notes to Collaboration Requests I value healthy collaborations and take authorships very seriously. Every coauthor in my papers needs to make a substantial amount of contributions. Students are reminded that their advisors, if without major contributions, will be left out from the author list. The same applies to company collaborators concerning their supervisors.

Teaching

Awards Vice-Chancellor's Exemplary Teaching Award 2021 Dean's Exemplary Teaching Award 2018, 2021 Current CSCI2100 Data Structures Past Courses at CUHK ENGG1410 Linear Algebra and Vector Calculus BMEG3120 Database and Security for Biomedical Engineering CSCI3160 Design and Analysis of Algorithms CSCI5010 Computational Geometry CSCI5020 External Memory Data Structures CSCI5610 Advanced Data Structures CMSC5724 Data Mining and Knowledge Discovery To CUHK students: I would consider writing you a recommendation letter for graduate schools only if you meet these conditions.

Graduate Supervision

I believe in supervising a very small number of PhD students simultaneously. Throughout my career, the number has never exceeded 3 and is usually no more than 2. There are no openings for new students at the moment. Ongoing Ru Wang (PhD student since 2021) Shiyuan Deng (PhD student since 2020) Hao Wu (M.Phil. student since 2020) In memory of my student Yu Wang Graduated Dr. Shangqi Lu (PhD 2022, now at Huawei) 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, IEEE Fellow, 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.

Professional Services

Awards Distinguished PC Member at SIGMOD 2018, 2019 Distinguished Review Board Member at VLDB 2020, 2022 Distinguished Associate Editor Award at VLDB 2021 Outstanding reviewer award at KDD 2012 Keynote Speaker of ICDT 2016 (full list) 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, 2022, 2023 (associate editor), 2024 VLDB: 2005, 2009, 2010, 2012-2015, 2017, 2018, 2020, 2021 (associate editor), 2022, 2023 PODS: 2014, 2016, 2017, 2019, 2020 (PC chair), 2022, 2024 ICDT: 2015, 2018, 2022, 2024 ICDE: 2005, 2007-2010, 2011 (area chair), 2012, 2013, 2014 (PC co-chair), 2016 (area chair), 2017, 2019-2022 KDD: 2010-2018, senior PC member 2019-2023 Associate Editorships ACM Transactions on Spatial Algorithms and Systems (TSAS) (2022-now) Computer Science Review (CSR) (2021-now) ACM Transactions on Database Systems (TODS) (2008-2015) IEEE Transactions on Knowledge and Data Engineering (TKDE) (2012-2014)