Preprints

  1. Yongjoo Park, Shucheng Zhong, Barzan Mozafari
    QuickSel: Quick Selectivity Learning with Mixture Models
    (technical report)

Peer-Reviewed Publications

  1. Yongjoo Park, Jingyi Qing, Xiaoyang Shen, Barzan Mozafari
    BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees
    SIGMOD 2019 (research)
    (pdf)

  2. Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang
    VerdictDB: Universalizing Approximate Query Processing
    SIGMOD 2018 (research)
    (pdf), (technical report), (slides)

  3. Wen He, Yongjoo Park, Idris Hanafi, Jacob Yatvitskiy, Barzan Mozafari
    Demonstration of VerdictDB, the Platform-Independent AQP System
    SIGMOD 2018 (demo)
    (pdf)

  4. Yongjoo Park, Amhad Shahab Tajik, Michael Cafarella, Barzan Mozafari
    Database Learning: Toward a Database that Becomes Smarter Every Time
    SIGMOD 2017 (research)
    (pdf), (technical report), (slides)

  5. Yongjoo Park
    Active Database Learning
    CIDR 2017 (abstract)
    (pdf)

  6. Yongjoo Park, Michael Cafarella, Barzan Mozafari
    Visualization-Aware Sampling for Very Large Databases
    ICDE 2016 (research)
    (pdf), (technical report), (slides), (demo)

  7. Yongjoo Park, Michael Cafarella, Barzan Mozafari
    Neighbor-Sensitive Hashing
    PVLDB 2015 (research)
    (pdf), (supplementary document), (slides), (code)

  8. Michael Anderson, Dolan Antenucci, Victor Bittorf, Matthew Burgess, Michael Cafarella, Arun Kumar, Feng Niu, Yongjoo Park, Christopher RĂ©, Ce Zhang
    Brainwash: A Data System for Feature Engineering
    CIDR 2013 (vision)
    (pdf)

Workshops without Proceedings

  1. Yongjoo Park
    Approximation is Bliss: Approximate Computing in Database Systems
    Workshop on Approximate Computing Across the Stack (WAX) 2019, Phoenix, Arizona
    Invited Talk, (slides)

  2. Yongjoo Park, Amhad Shahab Tajik, Michael Cafarella, Barzan Mozafari
    Building Databases that Become Smarter over Time
    Midwest Big Data Opportunities and Challenges (MBDOC) Workshop 2016, Chicago
    (slides)

  3. Yongjoo Park, Amhad Shahab Tajik, Michael Cafarella, Barzan Mozafari
    Database Learning: Toward a Database System that Becomes Smarter Over Time
    North East Database Day (NEDB) 2016, Oral, MIT
    (pdf), (slides)

  4. Yongjoo Park, Michael Cafarella, Barzan Mozafari
    Neighbor-Sensitive Hashing
    3rd Workshop on Web-scale Vision and Social Media (VSM) at ICCV 2015
    Extended Abstract

Technical Reports (full versions to published papers)

  1. Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang
    VerdictDB: Universalizing Approximate Query Processing

  2. Yongjoo Park, Amhad Shahab Tajik, Michael Cafarella, Barzan Mozafari
    Database Learning: Toward a Database System that Becomes Smarter Over Time

  3. Yongjoo Park, Michael Cafarella, Barzan Mozafari
    Neighbor-Sensitive Hashing

  4. Yongjoo Park, Michael Cafarella, Barzan Mozafari
    Visualization-Aware Sampling for Very Large Databases

Talks / Presentations

  1. SIGMOD, Amsterdam, June 2019

  2. WAX workshop, Phoenix, June 2019

  3. Criteo NABD conference, Ann Arbor, May 2019

  4. University of Texas, Austin, Apr 2019

  5. Penn State University, State College, Apr 2019

  6. Purdue University, West Lafayette, Apr 2019

  7. Northeastern University, Boston, Mar 2019

  8. University of Waterloo, Mar 2019

  9. Georgia Tech, Atlanta, Mar 2019

  10. University of Illinois, Urbana-Champaign, Mar 2019

  11. Microsoft Research, Redmond, Feb 2019

  12. Northwestern University, Redmond, Feb 2019

  13. Microsoft, Redmond, Feb 2019

  14. IBM Research, Almaden, Feb 2019

  15. SIGMOD, Houstin, June 2018

  16. Oracle BI Group, Redwood City, December 2017

  17. ACAIA workshop, San Jose, November 2017

  18. Oracle Database Group, Redwood City, November 2017

  19. Cloudera Impala Team, Palo Alto, November 2017

  20. Big Data Innovation Summit, Boston, Septempber 2017

  21. New Tech Meetup, Ann Arbor, July 2017

  22. SIGMOD, Chicago, May 2017

  23. University of Michigan Software Group, Ann Arbor, May 2017

  24. Brown Database Group, Providence, March 2017

  25. Stanford InfoLab, Palo Alto, February 2017

  26. CIDR, Chaminade, California, January 2017

  27. MBDOC, Chicago, September 2016

  28. VLDB, New Delhi, India, September 2016

  29. ICDE, Helsinki, Finland, May 2016

  30. AVL (www.avl.com), Ann Arbor, April 2016

  31. NEDB, Boston, January 2016

  32. VSM@ICCV, Santiago, Chile, December 2015