Jinghua Groppe

- Research Assistant -

Ratzeburger Allee 160
23562 Lübeck
Gebäude 64, 2. OG

Email:	jinghua.groppe(at)uni-luebeck.de
Phone:	+49 451 3101 5711

Curriculum Vitae

Ich habe Informatik an der Universiteit van Amsterdam studiert mit erfolgreichem Masterabschluß in 2001 .
2001 - 2005 als wissenschaftliche Mitarbeiterin an der Universität Paderborn.
2005 - 2006 als wissenschaftliche Mitarbeiterin an der Universität Innsbruck.
März 2008 bis Juli 2010 als wissenschaftliche Mitarbeiterin am Institut für Informationssysteme an der Universität zu Lübeck tätig und promovierte zum Dr. rer. nat.
2011-2013 als Lehrbeauftragte an der Technischen Hochschule Lübeck
Seit Oktober 2019 als wissenschaftliche Mitarbeiterin am Institut für Informationssysteme der Universität zu Lübeck und momentan im PeT-HMR Projekt tätig

Publications

2024

Nitin Nayak, Tobias Winker, Umut Çalıkyılmaz, Sven Groppe, and Jinghua Groppe,
Quantum Join Ordering by Splitting the Search Space of QUBO Problems, Datenbank-Spektrum , vol. 24, no. 1, pp. 21-32, 2024.

File:

s13222-024-00468-3

Hanieh Khorashadizadeh, Fatima Zahra Amara, Morteza Ezzabady, Frédéric Ieng, Sanju Tiwari, Nandana Mihindukulasooriya, Jinghua Groppe, Soror Sahri, Farah Benamara, and Sven Groppe,
Research Trends for the Interplay between Large Language Models and Knowledge Graphs, arXiv preprint , vol. arXiv:2406.08223, 2024.

File:

arxiv.2406.08223

Jinghua Groppe, Sven Groppe, Daniel Senf, and Ralf Möller,
There Are Infinite Ways to Formulate Code: How to Mitigate the Resulting Problems for Better Software Vulnerability Detection, Information , vol. 15, no. 4, 2024.

File:

info15040216

T. Kar, P. Kanungo, Sachi Nandan Mohanty, Sven Groppe, and Jinghua Groppe,
Video Shot-boundary detection: Issues, challenges and solutions, Artificial Intelligence Review , vol. 57, no. 4, 2024.

File:

s10462-024-10742-1

Benjamin Warnke, Kevin Martens, Tobias Winker, Sven Groppe, Jinghua Groppe, Prasad Adhiyaman, Sruthi Srinivasan, and Shridevi Krishnakumar,
ReJOOSp: Reinforcement Learning for Join Order Optimization in SPARQL, Big Data and Cognitive Computing (BDCC) , vol. 8, no. 7, 2024.

File:

bdcc8070071

2023

Hanieh Khorashadizadeh, Nandana Mihindukulasooriya, Sanju Tiwari, Jinghua Groppe, and Sven Groppe,
Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text, CoRR , vol. abs/2305.08804, 2023.

File:

arXiv.2305.08804

Bibtex:

@inproceedings{Khorashadizadeh2023Text2KGInContextLearning,
	title = {Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text},
	author = {Hanieh Khorashadizadeh and Nandana Mihindukulasooriya and Sanju Tiwari and Jinghua Groppe and Sven Groppe},
	booktitle = {Proceedings of the 2nd International Workshop on Knowledge Graph Generation From Text (Text2KG) in conjunction with the Extended Semantic Web Conference (ESWC 2023), Hersonissos, Greece},
	year = {2023},
        url = {https://ceur-ws.org/Vol-3447/Text2KG_Paper_9.pdf}
}

Le Gruenwald, Tobias Winker, Umut Çalıkyılmaz, Jinghua Groppe, and Sven Groppe,
Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications, in Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada , CEUR-WS.org, 2023.

File:

QDSM5.pdf

Bibtex:

@inproceedings{Gruenwald2023IndexTuning,
	title = {Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications},
	author = {Le Gruenwald and Tobias Winker and Umut Çalıkyılmaz and Jinghua Groppe and Sven Groppe},
	booktitle = {Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases ({VLDB} 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada},
	year = {2023},
	url = {https://ceur-ws.org/Vol-3462/QDSM5.pdf}
}

Umut Çalıkyılmaz, Sven Groppe, Jinghua Groppe, Tobias Winker, Stefan Prestel, Farida Shagieva, Daanish Arya, Florian Preis, and Le Gruenwald,
Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules, Proc. VLDB Endow. , vol. 16, no. 9, pp. 2344--2353, 2023.

File:

3598581.3598603

Bibtex:

@article{Calıkyilmaz2023QC_QO_TSO,
	title = {Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules},
	author = {Umut Çalıkyılmaz and Sven Groppe and Jinghua Groppe and Tobias Winker and Stefan Prestel and Farida Shagieva and Daanish Arya and Florian Preis and Le Gruenwald},
	journal = {Proc. {VLDB} Endow.},
	volume = {16},
	number = {9},
	pages = {2344--2353},
	year = {2023},
	url = {https://doi.org/10.14778/3598581.3598603}
}

Jinghua Groppe, Sven Groppe, and Ralf Möller,
Variables are a Curse in Software Vulnerability Prediction, in The 34th International Conference on Database and Expert Systems Applications (DEXA), Panang, Malaysia , 2023.

File:

978-3-031-39847-6_41

2022

Sven Groppe, Sanju Tiwari, Hanieh Khorashadizadeh, Jinghua Groppe, Tobias Groth, Farah Benamara, and Soror Sahri,
Short Analysis of the Impact of COVID-19 Ontologies, in International Semantic Intelligence Conference (ISIC 2022), online , 2022.

File:

978-981-19-7126-6_17

Sven Groppe, Jinghua Groppe, and Tobias Groth,
Tools, Languages, Methodologies for Representing Semantics on the Web of Things, Shikha Mehta and Sanju Tiwari and Patrick Siarry and M.A Jabbar, Eds. ISTE SCIENCE PUBLISHING Ltd, 2022.

File:

c01.xhtml

Sven Groppe, Jinghua Groppe, Umut Çalıkyılmaz, Tobias Winker, and Le Gruenwald,
Quantum Data Management and Quantum Machine Learning for Data Management: State-of-the-Art and Open Challenges, in Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022) , 2022.

File:

978-3-031-35081-8_20

Jinghua Groppe, Rene Schlichting, Sven Groppe, and Ralf Möller,
Deep Learning-Based Classification of Customer Communications of a German Utility Company, in International Semantic Intelligence Conference (ISIC 2022), online , 2022.

File:

978-981-19-7126-6_16

2021

Sven Groppe, and Jinghua Groppe,
Optimizing Transaction Schedules on Universal Quantum Computers via Code Generation for Grover’s Search Algorithm, in Proceedings of the 25th International Database Engineering \& Applications Symposium (IDEAS), Montreal, QC, Canada , New York, NY, USA: Association for Computing Machinery (ACM), 2021.

DOI:	10.1145/3472163.3472164
File:	3472163.3472164

2020

Sven Groppe, and Jinghua Groppe,
Hybrid Multi-Model Multi-Platform (HM3P) Databases, in Proceedings of the 9th International Conference on Data Science, Technology and Applications (DATA), virtual due to Covid-19 pandemic , 2020.

File:

0009802401770184

2011

Jinghua Groppe, and Sven Groppe,
Accelerating Large Semantic Web Databases by Parallel Join Computations of SPARQL Queries, SIGAPP Appl. Comput. Rev. , vol. 11, no. 4, pp. 60--70, 2011.

File:

2107756.2107762

Sven Groppe, Jinghua Groppe, Stefan Werner, Matthias Samsel, Florian Kalis, Kristina Fell, Peter Kliesch, and Markus Nakhlah,
Monitoring eBay auctions by querying RDF streams, in Sixth IEEE International Conference on Digital Information Management (ICDIM), Melbourne, Australia , 2011. pp. 223--228.

DOI:	10.1109/ICDIM.2011.6093358
File:	ICDIM.2011.6093358

Jinghua Groppe, and Sven Groppe,
Parallelizing join computations of {SPARQL} queries for large semantic web databases, in Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan , 2011. pp. 1681--1686.

DOI:	10.1145/1982185.1982536
File:	1982185.1982536

Sven Groppe, Jinghua Groppe, Niklas Klein, Ralf Bettentrupp, Stefan Böttcher, and Le Gruenwald,
Transforming XSLT stylesheets into XQuery expressions and vice versa, Computer Languages, Systems \& Structures , vol. 37, no. 2, pp. 76--111, 2011.

DOI:	10.1016/j.cl.2010.11.001
File:	j.cl.2010.11.001

Sven Groppe, Jinghua Groppe, Stefan Werner, Matthias Samsel, Florian Kalis, and Kristina Fell,
Using a Streaming SPARQL Evaluator for Monitoring eBay Auctions, IJWA , vol. 3, no. 4, pp. 166--178, 2011.

File:

2.pdf

Jinghua Groppe, Sven Groppe, and Andreas Schleifer,
Visual query system for analyzing social semantic web, in Proceedings of the 20th International Conference on World Wide Web (WWW), Hyderabad, India , 2011. pp. 217--220.

DOI:	10.1145/1963192.1963293
File:	1963192.1963293

2010

Sven Groppe, and Jinghua Groppe,
External sorting for index construction of large semantic web databases, in Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), Sierre, Switzerland , 2010. pp. 1373--1380.

DOI:	10.1145/1774088.1774382
File:	1774088.1774382

2009

Sven Groppe, Jinghua Groppe, and Dirk Müller,
Result Merging Technique for Answering XPath Query over {XSLT} Transformed Data, IEEE Trans. Knowl. Data Eng. , vol. 21, no. 9, pp. 1328--1342, 2009.

DOI:	10.1109/TKDE.2008.211
File:	TKDE.2008.211

Sven Groppe, Jinghua Groppe, Stefan Böttcher, Thomas Wycisk, and Le Gruenwald,
Optimizing the execution of XSLT stylesheets for querying transformed XML data, Knowl. Inf. Syst. , vol. 18, no. 3, pp. 331--391, 2009.

DOI:	10.1007/s10115-008-0144-4
File:	s10115-008-0144-4

Jinghua Groppe, Sven Groppe, and Jan Kolbaum,
Optimization of SPARQL by using coreSPARQL, in Proceedings of the 11th International Conference on Enterprise Information Systems (ICEIS), Milan, Italy , 2009. pp. 107--112.