Lukasz Golab
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
96
Venues
17
Active years
2003–2026
Best venue rank
A*
Where they publish
Papers
96 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | The Alignment Game: A Theory of Long-Horizon Alignment Through Recursive Curation. | Ali Falahati, Mohammad Mohammadi Amiri, Kate Larson, Lukasz Golab |
| 2026 | ICDE | HEX: Olap-Enabled Hierarchical Explanations. | Kathryn Carbone, Parke Godfrey, Lukasz Golab, Jarek Szlichta, Robin Cohen |
| 2026 | ICDE | GeX: Guiding Tuning of Db2 With Explainable AI. | Andrew Chai, Alexander Bianchi, Vincent Corvinelli, Parke Godfrey, Lukasz Golab, Jarek Szlichta, Calisto Zuzarte |
| 2026 | ICDE | Tuning IBM Db2 with Explainable AI. | Andrew Chai, Alexander Bianchi, Vincent Corvinelli, Parke Godfrey, Lukasz Golab, Jarek Szlichta, Calisto Zuzarte |
| 2026 | ICDE | Model Slicing: A Data Engineering Perspective. | Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta |
| 2026 | ICDE | Model Slicing: A Data Engineering Perspective. | Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta |
| 2026 | ICDE | CORAL: COncept-Based Explanations for RAG LLMS. | Katherine Ling, Joel Rorseth, Parke Godfrey, Lukasz Golab, Jarek Szlichta |
| 2026 | ICDE | RUBEN: Rule-Based Explanations for Retrieval-Augmented LLM Systems. | Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta |
| 2026 | ICDE | Recovering Structure in Unstructured LLM Outputs. | Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta |
| 2025 | EDBT | REACT: REcourse Analysis with Counterfactuals and Explanation Tables. | Anastasiia Avksientieva, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta |
| 2025 | EDBT | LADYBUG: an LLM Agent DeBUGger for data-driven applications. | Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta |
| 2025 | EDBT | AprsCoT: Explaining LLM Answers with Knowledge Graphs and Chain of Thought. | Moein Shirdel, Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta |
| 2025 | ICDE | Explaining Expert Search and Team Formation Systems with ExES. | Kiarash Golzadeh, Lukasz Golab, Jarek Szlichta |
| 2025 | VLDB | Model Slicing for Responsible AI. | Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta |
| 2024 | AAAI | Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media. | Liam Hebert, Gaurav Sahu, Yuxuan Guo, Nanda Kishore Sreenivas, Lukasz Golab, Robin Cohen |
| 2024 | ICDE | Explaining Expert Search Systems with ExES. | Kiarash Golzadeh, Lukasz Golab, Jaroslaw Szlichta |
| 2024 | ICDE | RAGE Against the Machine: Retrieval-Augmented LLM Explanations. | Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta |
| 2024 | ICDE | Towards Explainability in Retrieval-Augmented LLMs. | Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta |
| 2024 | ICDE | CAMO: Explaining Consensus Across MOdels. | Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta |
| 2024 | ICDE | Exploring the Space of Model Comparisons. | Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta |
| 2023 | ICDE | iORDER: Mining Implicit Domain Orders. | Alexander Bianchi, Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta |
| 2023 | ICDE | CREDENCE: Counterfactual Explanations for Document Ranking. | Joel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta |
| 2023 | ICDE | Real-Time LSM-Trees for HTAP Workloads. | Hemant Saxena, Lukasz Golab, Stratos Idreos, Ihab F. Ilyas |
| 2023 | VLDB | On the Data Quality of Remotely Sensed Forest Maps. | Shadi Ghasemitaheri, Amelia Holcomb, Lukasz Golab, Srinivasan Keshav |
| 2023 | SSDBM | InfoMoD: Information-theoretic Model Diagnostics. | Armin Esmaeilzadeh, Lukasz Golab, Kazem Taghva |
| 2022 | ACL | GRS: Combining Generation and Revision in Unsupervised Sentence Simplification. | Mohammad Dehghan, Dhruv Kumar, Lukasz Golab |
| 2022 | EDBT | Gender Differences in Early Career Performance Reviews: a Text Mining Study. | Shivangi Chopra, Lukasz Golab |
| 2022 | EDBT | Fine-Tuning Dependencies with Parameters. | Alireza Vezvaei, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat |
| 2022 | ICDE | Discovering Domain Orders via Order Dependencies. | Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta |
| 2021 | CIKM | RW-Team: Robust Team Formation using Random Walk. | John Nemec, Heidar Davoudi, Lukasz Golab, Mehdi Kargar, Yuliya Lytvyn, Piotr Mierzejewski, Jaroslaw Szlichta, Morteza Zihayat |
| 2021 | DOLAP | Exploring Data Using Pa erns: A Survey and Open Problems. | Lukasz Golab, Divesh Srivastava |
| 2021 | EDBT | Efficient Discovery of Approximate Order Dependencies. | Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta |
| 2021 | EDM | Analyzing Ranking Strategies to Characterize Competition for Co-Operative Work Placements. | Shivangi Chopra, Lukasz Golab |
| 2021 | EDM | Academic Integrity in Online Education during the COVID-19 Pandemic: a Social Media Mining Study. | Mohammad S. Parsa, Lukasz Golab |
| 2021 | ICDE | Effective Keyword Search in Weighted Graphs (Extended Abstract). | Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat |
| 2020 | ACL | Iterative Edit-Based Unsupervised Sentence Simplification. | Dhruv Kumar, Lili Mou, Lukasz Golab, Olga Vechtomova |
| 2020 | AI | Locating Influential Agents in Social Networks: Budget-Constrained Seed Set Selection. | Rishav Raj Agarwal, Robin Cohen, Lukasz Golab, Alan Tsang |
| 2020 | EDBT | Reddit Mining to Understand Women's Issues in STEM. | Allison Jacobs, Shivangi Chopra, Lukasz Golab |
| 2020 | EDBT | Reddit Mining to Understand Gendered Movements. | Abeer Khan, Lukasz Golab |
| 2020 | EDBT | Erratum for Discovering Order Dependencies through Order Compatibility (EDBT 2019). | Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava |
| 2020 | EDM | Social Media Mining to Understand the Impact of Co-operative Education on Mental Health. | Mohammad S. Parsa, Lukasz Golab |
| 2020 | EuroPar | Parallel Scheduling of Data-Intensive Tasks. | Xiao Meng, Lukasz Golab |
| 2019 | EDBT | Gender Differences in Science and Engineering: A Data Mining Approach. | Shivangi Chopra, Abeer Khan, Melicaalsadat Mirsafian, Lukasz Golab |
| 2019 | EDM | Gender Differences in Work-Integrated Learning Assessments. | Shivangi Chopra, Abeer Khan, Melicaalsadat Mirsafian, Lukasz Golab |
| 2019 | ICDE | Distributed Discovery of Functional Dependencies. | Hemant Saxena, Lukasz Golab, Ihab F. Ilyas |
| 2019 | SSDBM | Informative Summarization of Numeric Data. | Michael Vollmer, Lukasz Golab, Klemens Bhm, Divesh Srivastava |
| 2018 | EDBT | Data Analytics to Improve Co-Operative Education. | Shivangi Chopra, Yuheng Helen Jiang, Andrew Toulis, Lukasz Golab |
| 2018 | EDBT | FastOFD: Contextual Data Cleaning with Ontology Functional Dependencies. | Zheng Zheng, Morteza Alipour, Zhi Qu, Ian Currie, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta |
| 2018 | EDM | Job Description Mining to Understand Work-Integrated Learning. | Shivangi Chopra, Lukasz Golab |
| 2018 | EDM | Gender Differences in Undergraduate Engineering Applicants: A Text Mining Approach. | Shivangi Chopra, Hannah Gautreau, Abeer Khan, Melicaalsadat Mirsafian, Lukasz Golab |
| 2018 | ICDE | Contextual Data Cleaning. | Morteza Alipour Langouri, Zheng Zheng, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta |
| 2018 | ICDE | FASTOD: Bringing Order to Data. | Alexandar Mihaylov, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta |
| 2018 | SIGMOD | Stream WatDiv: A Streaming RDF Benchmark. | Libo Gao, Lukasz Golab, M. Tamer zsu, Gnes Alu |
| 2017 | CIKM | Efficient Discovery of Ontology Functional Dependencies. | Sridevi Baskaran, Alexander Keller, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta |
| 2017 | EDBT | Authority-based Team Discovery in Social Networks. | Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta |
| 2017 | ICDE | Scalable Informative Rule Mining. | Guoyao Feng, Lukasz Golab, Divesh Srivastava |
| 2017 | SIGMOD | Data Profiling: A Tutorial. | Ziawasch Abedjan, Lukasz Golab, Felix Naumann |
| 2017 | SIGMOD | Graph Mining to Characterize Competition for Employment. | Andrew Toulis, Lukasz Golab |
| 2017 | VLDB | Social Media Mining to Understand Public Mental Health. | Andrew Toulis, Lukasz Golab |
| 2017 | SSDBM | Managing Sensor Data Streams: Lessons Learned from the WeBike Project. | Christian Gorenflo, Lukasz Golab, Srinivasan Keshav |
| 2016 | CIKM | eGraphSearch: Effective Keyword Search in Graphs. | Mehdi Kargar, Lukasz Golab, Jaroslaw Szlichta |
| 2016 | EDM | On Competition for Undergraduate Co-op Placements: A Graph Mining Approach. | Yuheng Helen Jiang, Lukasz Golab |
| 2016 | ICDE | Data profiling. | Ziawasch Abedjan, Lukasz Golab, Felix Naumann |
| 2015 | EDBT | What's Wrong with my Solar Panels: a Data-Driven Approach. | Peter Xiang Gao, Lukasz Golab, Srinivasan Keshav |
| 2015 | EDBT | Benchmarking Smart Meter Data Analytics. | Xiufeng Liu, Lukasz Golab, Wojciech M. Golab, Ihab F. Ilyas |
| 2015 | ICDE | Cache-oblivious scheduling of shared workloads. | Arian Br, Lukasz Golab, Stefan Ruehrup, Mirko Schiavone, Pedro Casas |
| 2015 | ICDE | Size-Constrained Weighted Set Cover. | Lukasz Golab, Flip Korn, Feng Li, Barna Saha, Divesh Srivastava |
| 2015 | ICDE | SMAS: A smart meter data analytics system. | Xiufeng Liu, Lukasz Golab, Ihab F. Ilyas |
| 2015 | SSDBM | Indexing bi-temporal windows. | Chang Ge, Martin Kaufmann, Lukasz Golab, Peter M. Fischer, Anil K. Goel |
| 2014 | EDBT | Computing Electricity Consumption Profiles from Household Smart Meter Data. | Omid Ardakanian, Negar Koochakzadeh, Rayman Preet Singh, Lukasz Golab, Srinivasan Keshav |
| 2014 | EDM | Data mining of undergraduate course evaluations. | Sohail Javaad Syed, Yuheng Helen Jiang, Lukasz Golab |
| 2014 | ICDE | Data stream warehousing. | Lukasz Golab, Theodore Johnson |
| 2014 | IWCMC | DBStream: An online aggregation, filtering and processing system for network traffic monitoring. | Arian Br, Pedro Casas, Lukasz Golab, Alessandro Finamore |
| 2014 | SSDBM | Distributed data placement to minimize communication costs via graph partitioning. | Lukasz Golab, Marios Hadjieleftheriou, Howard J. Karloff, Barna Saha |
| 2013 | DOLAP | Lazy data structure maintenance for main-memory analytics over sliding windows. | Chang Ge, Lukasz Golab |
| 2013 | EDM | Analyzing the Mental Health of Engineering Students using Classification and Regression. | Melissa Deziel, Dayo Olawo, Lisa Truchon, Lukasz Golab |
| 2013 | ICDE | On the relative trust between inconsistent data and inaccurate constraints. | George Beskales, Ihab F. Ilyas, Lukasz Golab, Artur Galiullin |
| 2013 | SIGMOD | Data stream warehousing. | Lukasz Golab, Theodore Johnson |
| 2012 | DOLAP | Towards benchmarking stream data warehouses. | Arian Br, Lukasz Golab |
| 2012 | ICDE | Discovering Conservation Rules. | Lukasz Golab, Howard J. Karloff, Flip Korn, Barna Saha, Divesh Srivastava |
| 2012 | PAM | A Sequence-Oriented Stream Warehouse Paradigm for Network Monitoring Applications. | Lukasz Golab, Theodore Johnson, Subhabrata Sen, Jennifer Yates |
| 2011 | CIDR | Consistency in a Stream Warehouse. | Lukasz Golab, Theodore Johnson |
| 2009 | ICDE | Scheduling Updates in a Real-Time Stream Warehouse. | Lukasz Golab, Theodore Johnson, Vladislav Shkapenyuk |
| 2009 | SIGMOD | Estimating the confidence of conditional functional dependencies. | Graham Cormode, Lukasz Golab, Flip Korn, Andrew McGregor, Divesh Srivastava, Xi Zhang |
| 2009 | SIGMOD | Stream warehousing with DataDepot. | Lukasz Golab, Theodore Johnson, J. Spencer Seidel, Vladislav Shkapenyuk |
| 2009 | SPAA | Scheduling to minimize staleness and stretch in real-time data warehouses. | MohammadHossein Bateni, Lukasz Golab, Mohammad Taghi Hajiaghayi, Howard J. Karloff |
| 2008 | EDBT | Optimizing away joins on data streams. | Lukasz Golab, Theodore Johnson, Nick Koudas, Divesh Srivastava, David Toman |
| 2008 | EDBT | Prefilter: predicate pushdown at streaming speeds. | Lukasz Golab, Theodore Johnson, Oliver Spatscheck |
| 2006 | CIKM | Multi-query optimization of sliding window aggregates by schedule synchronization. | Lukasz Golab, Kumar Gaurav Bijay, M. Tamer zsu |
| 2006 | EDBT | On Concurrency Control in Sliding Window Queries over Data Streams. | Lukasz Golab, Kumar Gaurav Bijay, M. Tamer zsu |
| 2006 | SSDBM | Indexing Time-Evolving Data With Variable Lifetimes. | Lukasz Golab, Piyush Prahladka, M. Tamer zsu |
| 2005 | SIGMOD | Update-Pattern-Aware Modeling and Processing of Continuous Queries. | Lukasz Golab, M. Tamer zsu |
| 2004 | EDBT | On Indexing Sliding Windows over Online Data Streams. | Lukasz Golab, Shaveen Garg, M. Tamer zsu |
| 2004 | SSDBM | Finding Frequent Items in Sliding Windows with Multinomially-Distributed Item Frequencies. | Lukasz Golab, David DeHaan, Alejandro Lpez-Ortiz, Erik D. Demaine |
| 2003 | IMC | Identifying frequent items in sliding windows over on-line packet streams. | Lukasz Golab, David DeHaan, Erik D. Demaine, Alejandro Lpez-Ortiz, J. Ian Munro |
| 2003 | VLDB | Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams. | Lukasz Golab, M. Tamer zsu |