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ORCIDJarek Szlichta
Jaroslaw Szlichta
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- affiliation: York University, Toronto, ON, Canada
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2020 – today
- 2024
[j16]Alexander Bianchi, Andrew Chai, Vincent Corvinelli, Parke Godfrey, Jarek Szlichta, Calisto Zuzarte:
Db2une: Tuning Under Pressure via Deep Learning. Proc. VLDB Endow. 17(12): 3855-3868 (2024)- [j15]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): 7:1-7:28 (2024) - [j14]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): 1257-1282 (2024) - [c49]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: 50-53 - [c48]Kiarash Golzadeh, Lukasz Golab, Jaroslaw Szlichta:
Explaining Expert Search Systems with ExES. ICDE 2024: 5465-5468 - [c47]Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta:
RAGE Against the Machine: Retrieval-Augmented LLM Explanations. ICDE 2024: 5469-5472 - [c46]Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta:
CAMO: Explaining Consensus Across MOdels. ICDE 2024: 5493-5496 - [c45]Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta:
Towards Explainability in Retrieval-Augmented LLMs. ICDE 2024: 5669-5670 - [c44]Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta:
Exploring the Space of Model Comparisons. ICDE 2024: 5673-5674 - [i16]Kiarash Golzadeh, Lukasz Golab, Jaroslaw Szlichta:
Explaining Expert Search and Team Formation Systems with ExES. CoRR abs/2405.12881 (2024) - [i15]Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta:
RAGE Against the Machine: Retrieval-Augmented LLM Explanations. CoRR abs/2405.13000 (2024) - 2023
- [j13]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): 8 (2023) - [c43]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: 251-253 - [c42]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: 4:1-4:5 - [c41]Connor Henderson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
BLUTune: Tuning Up IBM Db2 with ML. ICDE 2023: 3615-3618 - [c40]Alexander Bianchi, Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
iORDER: Mining Implicit Domain Orders. ICDE 2023: 3623-3626 - [c39]Joel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
CREDENCE: Counterfactual Explanations for Document Ranking. ICDE 2023: 3631-3634 - [i14]Joel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
CREDENCE: Counterfactual Explanations for Document Ranking. CoRR abs/2302.04983 (2023) - 2022
- [j12]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): 20:1-20:26 (2022) - [j11]Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat:
Effective Keyword Search Over Weighted Graphs. IEEE Trans. Knowl. Data Eng. 34(2): 601-616 (2022) - [j10]Pei Li, Jaroslaw Szlichta, Michael H. Böhlen, Divesh Srivastava:
ABC of order dependencies. VLDB J. 31(5): 825-849 (2022) - [c38]Amin Kamali, Jarek Szlichta, Calisto Zuzarte, Yueting Chen, Verena Kantere, Shaikh Quader:
ML4DM: The second workshop on the emerging applications of machine learning in modern data management. CASCON 2022: 229-231 - [c37]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: 3162-3171 - [c36]Alireza Vezvaei, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat:
Fine-Tuning Dependencies with Parameters. EDBT 2022: 2:393-2:397 - [c35]Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
Discovering Domain Orders via Order Dependencies. ICDE 2022: 1098-1110 - [c34]Pei Li, Jessica Jessica, Naida Tania, Michael H. Böhlen, Divesh Srivastava, Jaroslaw Szlichta:
abcOD: Mining Band Order Dependencies. ICDE 2022: 3162-3165 - [c33]Radin Hamidi Rad, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
Subgraph Representation Learning for Team Mining. WebSci 2022: 148-153 - 2021
- [c32]Alexandar Mihaylov, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
Scalable Learning to Troubleshoot Query Performance Problems. CIKM 2021: 4016-4025 - [c31]Radin Hamidi Rad, Aabid Mitha, Hossein Fani, Mehdi Kargar, Jaroslaw Szlichta, Ebrahim Bagheri:
PyTFL: A Python-based Neural Team Formation Toolkit. CIKM 2021: 4716-4720 - [c30]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: 4759-4763 - [c29]Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
Efficient Discovery of Approximate Order Dependencies. EDBT 2021: 427-432 - [c28]Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat:
Effective Keyword Search in Weighted Graphs (Extended Abstract). ICDE 2021: 2350-2351 - [c27]Radin Hamidi Rad, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
Retrieving Skill-Based Teams from Collaboration Networks. SIGIR 2021: 2015-2019 - [c26]Bahare Askari, Jaroslaw Szlichta, Amirali Salehi-Abari:
Variational Autoencoders for Top-K Recommendation with Implicit Feedback. SIGIR 2021: 2061-2065 - [i13]Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
Efficient Discovery of Approximate Order Dependencies. CoRR abs/2101.02174 (2021) - [i12]Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta:
Discovery and Contextual Data Cleaning with Ontology Functional Dependencies. CoRR abs/2105.08105 (2021) - 2020
- [j9]Abeer Khan, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta, Morteza Zihayat:
Compact group discovery in attributed graphs and social networks. Inf. Process. Manag. 57(2): 102054 (2020) - [j8]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): 502-524 (2020) - [c25]Radin Hamidi Rad, Hossein Fani, Mehdi Kargar, Jaroslaw Szlichta, Ebrahim Bagheri:
Learning to Form Skill-based Teams of Experts. CIKM 2020: 2049-2052 - [c24]Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava:
Erratum for Discovering Order Dependencies through Order Compatibility (EDBT 2019). EDBT 2020: 659-663 - [c23]Pei Li, Jaroslaw Szlichta, Michael H. Böhlen, Divesh Srivastava:
Discovering Band Order Dependencies. ICDE 2020: 1878-1881 - [i11]Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
Discovering Domain Orders through Order Dependencies. CoRR abs/2005.14068 (2020) - [i10]Bahare Askari, Jaroslaw Szlichta, Amirali Salehi-Abari:
Joint Variational Autoencoders for Recommendation with Implicit Feedback. CoRR abs/2008.07577 (2020)
2010 – 2019
- 2019
- [j7]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): 1778-1781 (2019) - [j6]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): 2010-2021 (2019) - [c22]Heidar Davoudi, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
Bring Order to Data. AMW 2019 - [c21]Mehdi Kargar, Morteza Zihayat, Jaroslaw Szlichta:
Mining and exploration of attributed graphs: theory and applications. CASCON 2019: 397-398 - [i9]Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte:
Guided Automated Learning for query workload re-Optimization. CoRR abs/1901.02049 (2019) - [i8]Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
Errata Note: Discovering Order Dependencies through Order Compatibility. CoRR abs/1905.02010 (2019) - [i7]Pei Li, Michael H. Böhlen, Jaroslaw Szlichta, Divesh Srivastava:
Discovery of Band Order Dependencies. CoRR abs/1905.11948 (2019) - 2018
- [j5]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): 573-591 (2018) - [c20]Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta:
Effective Team Formation in Expert Networks. AMW 2018 - [c19]Zheng Zheng, Morteza Alipour, Zhi Qu, Ian Currie, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta:
FastOFD: Contextual Data Cleaning with Ontology Functional Dependencies. EDBT 2018: 694-697 - [c18]Morteza Alipour Langouri, Zheng Zheng, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta:
Contextual Data Cleaning. ICDE Workshops 2018: 21-24 - [c17]Alexandar Mihaylov, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
FASTOD: Bringing Order to Data. ICDE 2018: 1561-1564 - [r1]Jaroslaw Szlichta:
Order Dependency. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j4]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): 721-732 (2017) - [c16]Mehdi Kargar, Aijun An, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu:
Meaningful Keyword Search over Databases with Complex Schema. AMW 2017 - [c15]Sridevi Baskaran, Alexander Keller, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta:
Efficient Discovery of Ontology Functional Dependencies. CIKM 2017: 1847-1856 - [c14]Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta:
Authority-based Team Discovery in Social Networks. EDBT 2017: 498-501 - 2016
- [c13]Alexander Keller, Jaroslaw Szlichta:
Ontology Functional Dependencies. AMW 2016 - [c12]Michael Ferron, Ken Q. Pu, Jaroslaw Szlichta:
ARC: A pipeline approach enabling large-scale graph visualization. ASONAM 2016: 1397-1400 - [c11]Mehdi Kargar, Lukasz Golab, Jaroslaw Szlichta:
eGraphSearch: Effective Keyword Search in Graphs. CIKM 2016: 2461-2464 - [c10]Guilherme Damasio, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
Query Performance Problem Determination with Knowledge Base in Semantic Web System OptImatch. EDBT 2016: 515-526 - [c9]Guilherme Damasio, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
OptImatch: Semantic web system for query problem determination. ICDE 2016: 1334-1337 - [i6]Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava:
Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization. CoRR abs/1608.06169 (2016) - [i5]Sridevi Baskaran, Alexander Keller, Fei Chiang, Jaroslaw Szlichta:
Efficient Discovery of Ontology Functional Dependencies. CoRR abs/1611.02737 (2016) - [i4]Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta:
Authority-based Team Discovery in Social Networks. CoRR abs/1611.02992 (2016) - 2015
- [j3]Nataliya Prokoshyna, Jaroslaw Szlichta, Fei Chiang, Renée J. Miller, Divesh Srivastava:
Combining Quantitative and Logical Data Cleaning. Proc. VLDB Endow. 9(4): 300-311 (2015) - [c8]Jaroslaw Szlichta, Lukasz Golab, Divesh Srivastava:
On Axiomatization and Inference Complexity over a Hierarchy of Functional Dependencies. AMW 2015 - [c7]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: 411-422 - [i3]Guilherme Damasio, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
OptImatch: Semantic Web System with Knowledge Base for Query Performance Problem Determination. CoRR abs/1510.03302 (2015) - [i2]Mehdi Kargar, Lukasz Golab, Jaroslaw Szlichta:
Effective Keyword Search in Graphs. CoRR abs/1512.06395 (2015) - 2014
- [c6]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Wenbin Ma, Weinan Qiu, Calisto Zuzarte:
Business-Intelligence Queries with Order Dependencies in DB2. EDBT 2014: 750-761 - [c5]Maksims Volkovs, Fei Chiang, Jaroslaw Szlichta, Renée J. Miller:
Continuous data cleaning. ICDE 2014: 244-255 - [c4]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: 905-908 - 2013
- [j2]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Calisto Zuzarte:
Expressiveness and Complexity of Order Dependencies. Proc. VLDB Endow. 6(14): 1858-1869 (2013) - [c3]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Calisto Zuzarte:
Axiomatic System for Order Dependencies. AMW 2013 - 2012
- [j1]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz:
Fundamentals of Order Dependencies. Proc. VLDB Endow. 5(11): 1220-1231 (2012) - [c2]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz:
Chasing Polarized Order Dependencies. AMW 2012: 168-179 - [i1]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz:
Fundamentals of Order Dependencies. CoRR abs/1208.0084 (2012) - 2011
- [c1]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Wenbin Ma, Przemyslaw Pawluk, Calisto Zuzarte:
Queries on dates: fast yet not blind. EDBT 2011: 497-502
Coauthor Index
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