See DBLP for a partial list.

  1. "Querying probabilistic preferences in databases",
    Batya Kenig, Benny Kimelfeld, Haoyue Ping and Julia Stoyanovich.
    Proceedings of PODS 2017. forthcoming
  2. "Towards sequenced semantics for evolving graphs",
    Vera Z. Moffitt and Julia Stoyanovich.
    Proceedings of EDBT 2017. pdf
  3. "Workload-driven learning of Mallows mixtures with pairwise preference data",
    Julia Stoyanovich, Lovro Ilijasic and Haoyue Ping.
    Proceedings of WebDB 2016, co-located with ACM SIGMOD 2016. pdf
  4. "Data, responsibly: fairness, neutrality and transparency in data analysis",
    Julia Stoyanovich, Serge Abiteboul and Gerome Miklau.
    Proceedings of EDBT 2016. pdf slides
  5. "Data, responsibly (Dagstuhl Seminar 16291)",
    Serge Abiteboul, Gerome Miklau, Julia Stoyanovich and Gerhard Weikum.
    Schloss Dagstuhl Seminar Report, 2016. pdf
  6. "Measuring Fairness in Ranked Outputs",
    Ke Yang and Julia Stoyanovich.
    arXiv:1602.00773, October 2016. pdf
  7. "Portal: A Query Language for Evolving Graphs",
    Vera Zaychik Moffitt and Julia Stoyanovich.
    arXiv:1602.00773, February 2016. pdf
  8. "Towards a distributed infrastructure for evolving graph analytics",
    Vera Zaychik Moffitt and Julia Stoyanovich.
    Proceedings TempWeb 2016, co-located with WWW 2016.pdf
  9. "Collaborative Access Control in WebdamLog",
    Vera Zaychik Moffitt, Julia Stoyanovich, Serge Abiteboul, Gerome Miklau. Proceedings of ACM SIGMOD 2015.pdf
  10. "Analyzing Crowd Rankings",
    Julia Stoyanovich, Marie Jacob, Xuemei Gong. Proceedings of WebDB 2015.pdf
  11. "A System for Management and Analysis of Preference Data",
    Marie Jacob, Benny Kimelfeld, Julia Stoyanovich. PVLDB 7(12), 2014.pdf
  12. "Search and Result Presentation in Scientific Workflow Repositories",
    Susan Davidson, Xiaocheng Huang, Julia Stoyanovich, Xiaojie Yuan. Proceedings of SSDBM 2013. pdf
  13. "Learning to Explore Scientific Workflow Repositories" (short paper),
    Julia Stoyanovich, Paramveer Dhillon, Brian Lyons, Susan Davidson. Proceedings of SSDBM 2013. pdf
  14. "Learning Feature Weights from Positive Cases",
    Sid Gunawardena, Rosina Weber, Julia Stoyanovich. Proceedings of ICCBR 2013. pdf
  15. "Understanding Local Structure in Ranked Datasets" (vision paper),
    Julia Stoyanovich, Sihem Amer-Yahia, Susan Davidson, Marie Jacob, Tova Milo. Proceedings of CIDR 2013. pdf
  16. "Rule-Based Application Development using Webdamlog" (demonstration),
    Serge Abiteboul, Emilien Antoine, Gerome Miklau, Julia Stoyanovich, and Jules Testard. Proceedings of SIGMOD 2013. pdf
  17. "Introducing Access Control in Webdamlog" (invited talk by Serge Abiteboul),
    Serge Abiteboul, Emilien Antoine, Gerome Miklau, Julia Stoyanovich, and Vera Zaychik Moffitt. Proceedings of DBPL 2013. pdf
  18. "Viewing the Web as a Distributed Knowledge Base",
    Serge Abiteboul, Emilien Antoine and Julia Stoyanovich. Proceedings of ICDE 2012. pdf
  19. "Putting Lipstick on Pig: Enabling Database-style Workflow Provenance",
    Yael Amsterdamer, Susan Davidson, Daniel Deutch, Tova Milo, Julia Stoyanovich, and Val Tannen. PVLDB 5(4), 2011. pdf
  20. "Deriving Probabilistic Databases with Inference Ensembles",
    Julia Stoyanovich, Susan Davidson, Tova Milo, and Val Tannen. Proceedings of ICDE 2011. pdf
  21. "Keyword Search in Workflow Repositories with Access Control",
    Susan Davidson, Soohyun Lee and Julia Stoyanovich. Proceedings of AMW 2011. pdf
  22. "Making Interval-Based Clustering Rank-Aware",
    Julia Stoyanovich, Sihem Amer-Yahia and Tova Milo. Proceedings of EDBT 2011. pdf
  23. "On Provenance and Privacy",
    Susan Davidson, Sanjeev Khanna, Sudeepa Roy, Julia Stoyanovich, Val Tannen, Yi Chen. Proceedings of ICDT 2011. pdf
  24. "Enabling Privacy in Provenance-Aware Workflow Systems",
    Susan Davidson, Sanjeev Khanna, Sudeepa Roy, Julia Stoyanovich, Val Tannen, Yi Chen, Tova Milo. Proceedings of CIDR 2011. pdf
  25. "AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments",
    Jie Zheng, Julia Stoyanovich, Elisabetta Manduchi, Junmin Liu, Christian J. Stoeckert, Jr. The Journal of Biological Databases and Curation (Database), 2011. pdf
  26. "SkylineSearch: Semantic Ranking and Result Visualization for PubMed" (demonstration),
    Julia Stoyanovich, Mayur Lodha, William Mee and Kenneth A. Ross.
    Proceedings of SIGMOD 2011. pdf
  27. "Semantic Ranking and Result Visualization for Life Sciences Publications",
    Julia Stoyanovich, William Mee and Kenneth A. Ross. Proceedings of ICDE 2010. pdf
  28. "Exploring Repositories of Scientific Workflows",
    Julia Stoyanovich, Ben Taskar, and Susan Davidson. Proceedings of WANDS 2010. pdf
  29. "Rank-Aware Clustering for Structured Datasets",
    Julia Stoyanovich and Sihem Amer-Yahia. Proceedings of CIKM 2009. pdf
  30. "Rank-Aware Clustering for Structured Datasets",
    Julia Stoyanovich and Sihem Amer-Yahia. Columbia University Technical Report cucs-043-089, 2009. pdf
  31. "Efficient Network-Aware Search in Collaborative Tagging Sites",
    Sihem Amer-Yahia, Michael Benedikt, Laks Lakshmanan and Julia Stoyanovich.
    Proceedings of VLDB 2008. pdf
  32. "From del.icio.us to x.qui.site: Recommendations in Social Tagging Sites" (demonstration),
    Sihem Amer-Yahia, Alban Galland, Julia Stoyanovich, Cong Yu. Proceedings of SIGMOD 2008. pdf
  33. "Schema Polynomials and Applications",
    Kenneth A. Ross and Julia Stoyanovich. Proceedings of EDBT 2008. pdf
  34. "Leveraging Tagging to Model User Interests in del.icio.us",
    Julia Stoyanovich, Sihem Amer-Yahia, Cameron Marlow, Cong Yu.
    Proceeding of the AAAI Spring Symposium on Social Information Processing (AAAI-SIP 2008). pdf
  35. "MutaGeneSys: Making Diagnostic Predictions Based on Genome-Wide Genotype Data in Association Studies",
    Julia Stoyanovich and Itsik Pe'er, Bioinformatics 2008. pdf
  36. "ReoptSMART: A Learning Query Plan Cache",
    Julia Stoyanovich, Kenneth A. Ross, Jun Rao, Wei Fan, Volker Markl, Guy Lohman. Columbia University Technical Report cucs-023-08, 2008. pdf
  37. "EntityAuthority: Semantically Enriched Graph-Based Authority Propagation",
    Julia Stoyanovich, Srikanta Bedathur, Klaus Berberich, Gerhard Weikum.
    Proceedings of WebDB 2007. pdf
  38. "A Faceted Query Engine Applied to Archaeology",
    Kenneth A. Ross, Angel Janevski, Julia Stoyanovich.
    Internet Archaeology 21, April 2007. toc (subscription required)
  39. "A Faceted Query Engine Applied to Archaeology" (demonstration),
    Kenneth A. Ross, Angel Janevski, Julia Stoyanovich. Proceedings of VLDB 2005. pdf poster
  40. "Symmetric Relations and Cardinality Bounded Multisets in Database Systems",
    Kenneth A. Ross and Julia Stoyanovich. Proceedings of VLDB 2004. pdf
  1. "Automatically and Adaptively Determining Execution Plans for Queries with Parameter Markers",
    Wei Fan, Guy Lohman, Volker Markl, Nimrod Megiddo, Jun Rao, David Simmen, Julia Stoyanovich. United States Patent: 7,958,113 (June 7, 2011); Assignee: IBM.
  2. "Social Behavior Analysis and Inferring Social Networks for a Recommendation System",
    Sihem Amer-Yahia, Evgeniy Gabrilovich, Bo Pang, Julia Stoyanovich, Cong Yu. United States Patent: 8,073,794 (December 6, 2011); Assignee: Yahoo! Inc.
  1. "Search and Ranking in Semantically Rich Applications",
    Columbia University PhD Thesis, 10/2009 pdf

I am looking for talented Computer Science students to join my research group.

Take a look at my projects and send me an email if interested.