Jaroslaw Szlichta

80 papers A* 18A 7B 9Journal 31Unranked 14

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