Jaroslaw Szlichta

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 65

Top Topics

Functional Dependencies

Top Venues

Publications

Radin Hamidi Rad, Hossein Fani, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
A Variational Neural Architecture for Skill-based Team Formation. ACM Trans. Inf. Syst. 42 (1) (2024)
Kiarash Golzadeh, Lukasz Golab, Jaroslaw Szlichta
Explaining Expert Search Systems with ExES. ICDE (2024)
Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Discovering approximate implicit domain orders through order dependencies. VLDB J. 33 (5) (2024)
Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
RAGE Against the Machine: Retrieval-Augmented LLM Explanations. CoRR (2024)
Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
CAMO: Explaining Consensus Across MOdels. ICDE (2024)
Kiarash Golzadeh, Lukasz Golab, Jaroslaw Szlichta
Explaining Expert Search and Team Formation Systems with ExES. CoRR (2024)
Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
Towards Explainability in Retrieval-Augmented LLMs. ICDE (2024)
Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
Exploring the Space of Model Comparisons. ICDE (2024)
Armin Esmaeilzadeh, Joel Rorseth, Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Kazem Taghva
On Integrating the Data-Science and Machine-Learning Pipelines for Responsible AI. GUIDE-AI@SIGMOD (2024)
Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
RAGE Against the Machine: Retrieval-Augmented LLM Explanations. ICDE (2024)
Radin Hamidi Rad, Hoang Nguyen, Feras N. Al-Obeidat, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Fattane Zarrinkalam
Learning heterogeneous subgraph representations for team discovery. Inf. Retr. J. 26 (1) (2023)
Joel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
CREDENCE: Counterfactual Explanations for Document Ranking. CoRR (2023)
Andrew Chai, Alireza Vezvaei, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat
EAGER: Explainable Question Answering Using Knowledge Graphs. GRADES-NDA@SIGMOD (2023)
Connor Henderson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
BLUTune: Tuning Up IBM Db2 with ML. ICDE (2023)
Alexander Bianchi, Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
iORDER: Mining Implicit Domain Orders. ICDE (2023)
Amin Kamali, Calisto Zuzarte, Verena Kantere, Jaroslaw Szlichta, Yueting Chen, Xiaohui Yu, Ning Wang
ML4DM '23: The Third Workshop on the Emerging Applications of Machine Learning in Modern Data Management. CASCON (2023)
Joel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
CREDENCE: Counterfactual Explanations for Document Ranking. ICDE (2023)
Pei Li, Jessica Jessica, Naida Tania, Michael H. Böhlen, Divesh Srivastava, Jaroslaw Szlichta
abcOD: Mining Band Order Dependencies. ICDE (2022)
Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta, Sridevi Baskaran
Contextual Data Cleaning with Ontology Functional Dependencies. ACM J. Data Inf. Qual. 14 (3) (2022)
Radin Hamidi Rad, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Subgraph Representation Learning for Team Mining. WebSci (2022)
Connor Henderson, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
BLUTune: Query-informed Multi-stage IBM Db2 Tuning via ML. CIKM (2022)
Alireza Vezvaei, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat
Fine-Tuning Dependencies with Parameters. EDBT (2022)
Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Discovering Domain Orders via Order Dependencies. ICDE (2022)
Pei Li, Jaroslaw Szlichta, Michael H. Böhlen, Divesh Srivastava
ABC of order dependencies. VLDB J. 31 (5) (2022)
Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat
Effective Keyword Search Over Weighted Graphs. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Radin Hamidi Rad, Aabid Mitha, Hossein Fani, Mehdi Kargar, Jaroslaw Szlichta, Ebrahim Bagheri
PyTFL: A Python-based Neural Team Formation Toolkit. CIKM (2021)
Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Efficient Discovery of Approximate Order Dependencies. EDBT (2021)
Alexandar Mihaylov, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
Scalable Learning to Troubleshoot Query Performance Problems. CIKM (2021)
John Nemec, Heidar Davoudi, Lukasz Golab, Mehdi Kargar, Yuliya Lytvyn, Piotr Mierzejewski, Jaroslaw Szlichta, Morteza Zihayat
RW-Team: Robust Team Formation using Random Walk. CIKM (2021)
Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta
Discovery and Contextual Data Cleaning with Ontology Functional Dependencies. CoRR (2021)
Radin Hamidi Rad, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Retrieving Skill-Based Teams from Collaboration Networks. SIGIR (2021)
Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Efficient Discovery of Approximate Order Dependencies. CoRR (2021)
Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat
Effective Keyword Search in Weighted Graphs (Extended Abstract). ICDE (2021)
Bahare Askari, Jaroslaw Szlichta, Amirali Salehi-Abari
Variational Autoencoders for Top-K Recommendation with Implicit Feedback. SIGIR (2021)
Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Discovering Domain Orders through Order Dependencies. CoRR (2020)
Radin Hamidi Rad, Hossein Fani, Mehdi Kargar, Jaroslaw Szlichta, Ebrahim Bagheri
Learning to Form Skill-based Teams of Experts. CIKM (2020)
Spencer Bryson, Heidar Davoudi, Lukasz Golab, Mehdi Kargar, Yuliya Lytvyn, Piotr Mierzejewski, Jaroslaw Szlichta, Morteza Zihayat
Robust keyword search in large attributed graphs. Inf. Retr. J. 23 (5) (2020)
Abeer Khan, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta, Morteza Zihayat
Compact group discovery in attributed graphs and social networks. Inf. Process. Manag. 57 (2) (2020)
Bahare Askari, Jaroslaw Szlichta, Amirali Salehi-Abari
Joint Variational Autoencoders for Recommendation with Implicit Feedback. CoRR (2020)
Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava
Erratum for Discovering Order Dependencies through Order Compatibility (EDBT 2019). EDBT (2020)
Pei Li, Jaroslaw Szlichta, Michael H. Böhlen, Divesh Srivastava
Discovering Band Order Dependencies. ICDE (2020)
Mehdi Kargar, Morteza Zihayat, Jaroslaw Szlichta
Mining and exploration of attributed graphs: theory and applications. CASCON (2019)
Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte
Guided automated learning for query workload re-optimization. Proc. VLDB Endow. 12 (12) (2019)
Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte
Guided Automated Learning for query workload re-Optimization. CoRR (2019)
Pei Li, Michael H. Böhlen, Jaroslaw Szlichta, Divesh Srivastava
Discovery of Band Order Dependencies. CoRR (2019)
Guilherme Damasio, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
GALO: Guided Automated Learning for re-Optimization. Proc. VLDB Endow. 12 (12) (2019)
Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Errata Note: Discovering Order Dependencies through Order Compatibility. CoRR (2019)
Heidar Davoudi, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Bring Order to Data. AMW (2019)
Zheng Zheng, Morteza Alipour, Zhi Qu, Ian Currie, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta
FastOFD: Contextual Data Cleaning with Ontology Functional Dependencies. EDBT (2018)
Morteza Alipour Langouri, Zheng Zheng, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta
Contextual Data Cleaning. ICDE Workshops (2018)
Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava
Effective and complete discovery of bidirectional order dependencies via set-based axioms. VLDB J. 27 (4) (2018)
Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
Effective Team Formation in Expert Networks. AMW (2018)
Alexandar Mihaylov, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
FASTOD: Bringing Order to Data. ICDE (2018)
Mehdi Kargar, Aijun An, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
Meaningful Keyword Search over Databases with Complex Schema. AMW (2017)
Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava
Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization. Proc. VLDB Endow. 10 (7) (2017)
Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
Authority-based Team Discovery in Social Networks. EDBT (2017)
Sridevi Baskaran, Alexander Keller, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta
Efficient Discovery of Ontology Functional Dependencies. CIKM (2017)
Michael Ferron, Ken Q. Pu, Jaroslaw Szlichta
ARC: A pipeline approach enabling large-scale graph visualization. ASONAM (2016)
Sridevi Baskaran, Alexander Keller, Fei Chiang, Jaroslaw Szlichta
Efficient Discovery of Ontology Functional Dependencies. CoRR (2016)
Guilherme Damasio, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
OptImatch: Semantic web system for query problem determination. ICDE (2016)
Guilherme Damasio, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
Query Performance Problem Determination with Knowledge Base in Semantic Web System OptImatch. EDBT (2016)
Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava
Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization. CoRR (2016)
Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
Authority-based Team Discovery in Social Networks. CoRR (2016)
Mehdi Kargar, Lukasz Golab, Jaroslaw Szlichta
eGraphSearch: Effective Keyword Search in Graphs. CIKM (2016)
Alexander Keller, Jaroslaw Szlichta
Ontology Functional Dependencies. AMW (2016)
Mehdi Kargar, Lukasz Golab, Jaroslaw Szlichta
Effective Keyword Search in Graphs. CoRR (2015)
Guilherme Damasio, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
OptImatch: Semantic Web System with Knowledge Base for Query Performance Problem Determination. CoRR (2015)
Jaroslaw Szlichta, Lukasz Golab, Divesh Srivastava
On Axiomatization and Inference Complexity over a Hierarchy of Functional Dependencies. AMW (2015)
Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
Meaningful keyword search in relational databases with large and complex schema. ICDE (2015)
Nataliya Prokoshyna, Jaroslaw Szlichta, Fei Chiang, Renée J. Miller, Divesh Srivastava
Combining Quantitative and Logical Data Cleaning. Proc. VLDB Endow. 9 (4) (2015)
Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
MeanKS: meaningful keyword search in relational databases with complex schema. SIGMOD Conference (2014)
Maksims Volkovs, Fei Chiang, Jaroslaw Szlichta, Renée J. Miller
Continuous data cleaning. ICDE (2014)
Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Wenbin Ma, Weinan Qiu, Calisto Zuzarte
Business-Intelligence Queries with Order Dependencies in DB2. EDBT (2014)
Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Calisto Zuzarte
Expressiveness and Complexity of Order Dependencies. Proc. VLDB Endow. 6 (14) (2013)
Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Calisto Zuzarte
Axiomatic System for Order Dependencies. AMW (2013)
Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz
Chasing Polarized Order Dependencies. AMW (2012)
Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz
Fundamentals of Order Dependencies CoRR (2012)
Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz
Fundamentals of Order Dependencies. Proc. VLDB Endow. 5 (11) (2012)
Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Wenbin Ma, Przemyslaw Pawluk, Calisto Zuzarte
Queries on dates: fast yet not blind. EDBT (2011)