Renée J. Miller

Data Systems Group

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DC 3355

University of Waterloo

Waterloo, Ontario N2L 3G1, Canada

We are accepting applications for new members of the Data Intelligence Lab at all levels (undergraduate, graduate, post-doc, and faculty). Undergraduates are advised to apply before beginning of March.

Renée J. Miller is a Professor and Canada Excellence Research Chair in Data Intelligence at the Cheriton School of Computer Science at the University of Waterloo. Renée is a Fellow of the Royal Society of Canada, Canada’s national academy of science, engineering, and the humanities. She received the U.S. Presidential Early Career Award for Scientists and Engineers (PECASE), the highest honor bestowed by the United States government on outstanding scientists and engineers beginning their careers. She also received an NSF CAREER Award, the Ontario Premier’s Research Excellence Award, and an IBM Faculty Award. She has been named the Bell Canada Chair of Information Systems and is a Fellow of the ACM and AAAS. Her work has focused on the long-standing open problem of data integration and has achieved the goal of building practical data integration systems. She and her colleagues received the ICDT Test-of-Time Award and the 2020 Alonzo Church Alonzo Church Award for Outstanding Contributions to Logic and Computation for their influential work establishing the foundations of data exchange. For her body of work, she has received the CS Canada Lifetime Achievement Award in Computer Science. Professor Miller served as president of the non-profit Very Large Data Base (VLDB) Foundation and an Editor-in-Chief of the VLDB Journal. She received her PhD in Computer Science from the University of Wisconsin, Madison and bachelor’s degrees in Mathematics and in Cognitive Science from MIT.

Selected Publications

  1. Novel_Table_Search.jpg
    Novel Table Search
    Besat Kassaie, and Renée J. Miller
    In 42nd IEEE International Conference on Data Engineering, ICDE 2026, May 2026
  2. Distribution_Aware_HNSW_Search.png
    Distribution-Aware Exploration for Adaptive HNSW Search
    Chao Zhang, and Renée J. Miller
    Proc. ACM Manag. Data, Feb 2026
    (SIGMOD)
  3. Diverse_Unionable_Tuple_Search_DUST.png
    Diverse Unionable Tuple Search: Novelty-Driven Discovery in Data Lakes
    Aamod Khatiwada, Roee Shraga, and Renée J. Miller
    In Proceedings 29th International Conference on Extending Database Technology, EDBT 2026, Tampere, Finland, March 24-27, 2026, Feb 2026
  4. Model_Lakes_Design_Model_Lake_Architecture.png
    Model Lakes
    Koyena Pal, David Bau, and Renée J. Miller
    In Proceedings 28th International Conference on Extending Database Technology, EDBT 2025, Barcelona, Spain, March 25-28, 2025, Feb 2025
  5. Similarity_Measures_For_Incomplete_Database_Instances.png
    Similarity Measures For Incomplete Database Instances
    Boris Glavic, Giansalvatore Mecca, Renée J. Miller, and 3 more authors
    In Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28, Feb 2024
  6. modeltables.gif
    ModelTables: A Corpus of Tables about Models
    Zhengyuan Dong, Victor Zhong, and Renée J. Miller
    CoRR, Feb 2025
  7. Gen-T: Table Reclamation in Data Lakes
    Grace Fan, Roee Shraga, and Renée J. Miller
    In 40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, Feb 2024
  8. A Large Scale Test Corpus for Semantic Table Search
    Aristotelis Leventidis, Martin Pekár Christensen, Matteo Lissandrini, and 3 more authors
    In ACM SIGIR, Feb 2024
  9. Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V
    Roee Shraga, and Renée J. Miller
    Proc. VLDB Endow., Feb 2023
  10. Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning
    Grace Fan, Jin Wang, Yuliang Li, and 2 more authors
    Proc. VLDB Endow., Feb 2023
  11. Integrating Data Lake Tables
    Aamod Khatiwada, Roee Shraga, Wolfgang Gatterbauer, and 1 more author
    Proc. VLDB Endow., Feb 2022
  12. Organizing Data Lakes for Navigation
    Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, and 2 more authors
    In ACM SIGMOD, Feb 2020
  13. Clio: Schema Mapping Creation and Data Exchange
    Ronald Fagin, Laura M. Haas, Mauricio A. Hernández, and 3 more authors
    In Conceptual Modeling: Foundations and Applications - Essays in Honor of John Mylopoulos, Feb 2009
  14. Data exchange: semantics and query answering
    Ronald Fagin, Phokion G. Kolaitis, Renée J. Miller, and 1 more author
    Theor. Comput. Sci., Feb 2005