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)

Presentations without Proceedings

  1. 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)

  2. 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)

  3. 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. Oracle BI Group, Redwood City, December 2017

  2. ACAIA workshop, San Jose, November 2017

  3. Oracle Database Group, Redwood City, November 2017

  4. Cloudera Impala Team, Palo Alto, November 2017

  5. Big Data Innovation Summit, Boston, Septempber 2017

  6. New Tech Meetup, Ann Arbor, July 2017

  7. SIGMOD, Chicago, May 2017

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

  9. Brown Database Group, Providence, March 2017

  10. Stanford InfoLab, Palo Alto, February 2017

  11. CIDR, Chaminade, California, January 2017

  12. MBDOC, Chicago, September 2016

  13. VLDB, New Delhi, India, September 2016

  14. ICDE, Helsinki, Finland, May 2016

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

  16. NEDB, Boston, January 2016

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