2022

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BLUTune: Query-informed Multi-stage IBM Db2 Tuning via ML
Connor Henderson | Spencer Bryson | Vincent Corvinelli | Parke Godfrey | Piotr Mierzejewski | Jaroslaw Szlichta | Calisto Zuzarte
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

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Variational Autoencoders for Top-K Recommendation with Implicit Feedback
Bahare Askari | Jaroslaw Szlichta | Amirali Salehi-Abari
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Retrieving Skill-Based Teams from Collaboration Networks
Radin Hamidi Rad | Ebrahim Bagheri | Mehdi Kargar | Divesh Srivastava | Jaroslaw Szlichta
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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RW-Team: Robust Team Formation using Random Walk
John Nemec | Heidar Davoudi | Lukasz Golab | Mehdi Kargar | Yuliya Lytvyn | Piotr Mierzejewski | Jaroslaw Szlichta | Morteza Zihayat
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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PyTFL: A Python-based Neural Team Formation Toolkit
Radin Hamidi Rad | Aabid Mitha | Hossein Fani | Mehdi Kargar | Jaroslaw Szlichta | Ebrahim Bagheri
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Scalable Learning to Troubleshoot Query Performance Problems
Alexandar Mihaylov | Vincent Corvinelli | Parke Godfrey | Piotr Mierzejewski | Jaroslaw Szlichta | Calisto Zuzarte
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Robust keyword search in large attributed graphs
Spencer Bryson | Heidar Davoudi | Lukasz Golab | Mehdi Kargar | Yuliya Lytvyn | Piotr Mierzejewski | Jaroslaw Szlichta | Morteza Zihayat
2020 Volume 23 Issue 5

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Compact group discovery in attributed graphs and social networks
Abeer Khan | Lukasz Golab | Mehdi Kargar | Jaroslaw Szlichta | Morteza Zihayat
2020 Volume 57 Issue 2

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Learning to Form Skill-based Teams of Experts
Radin Hamidi Rad | Hossein Fani | Mehdi Kargar | Jaroslaw Szlichta | Ebrahim Bagheri
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2017

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Efficient Discovery of Ontology Functional Dependencies
Sridevi Baskaran | Alexander Keller | Fei Chiang | Lukasz Golab | Jaroslaw Szlichta
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2016

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eGraphSearch: Effective Keyword Search in Graphs
Mehdi Kargar | Lukasz Golab | Jaroslaw Szlichta
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016