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DBIS

Yongli Mou

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Contact Information:

Lehrstuhl Informatik 5
Building: E2
Room: 6208
Ahornstr. 55, 52074 Aachen

I am Ph.D. candidate advised by Prof. Dr. Stefan Decker and co-supervised by Prof. Dr. Oya Beyan and work as a research assistant at the Chair of Computer Science i5 Information Systems and Databases (Informatik 5, DBIS) at RWTH Aachen University since July 2020. I received my master’s degree in Computer Science in 2020 from RWTH Aachen University. My research interests are in the field of Federated Learning, Data Privacy, and Blockchain applications.

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;  ;
RWTH-DBIS at LLMs4OL 2024 Tasks A and B : Knowledge-Enhanced Domain-Specific Continual Learning and Prompt-Tuning of Large Language Models for Ontology Learning
LLMs4OL 2024: the 1st Large Language Models for Ontology Learning Challenge at the 23rd ISWC : 11-15 November 2024, Baltimore, Maryland, USA : co-located with the 23rd International Semantic Web Conference (ISWC 2024) / editors: Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer ; NFDI4 DataScience, TIB - Leibniz-Informationszentrum Technik Naturwissenschafte/Universitätsbibliothek, SCINEXT, ISWC
1. Large Language Models for Ontology Learning Challenge, LLMs4OL 2024, Baltimore, MDBaltimore, MD, USA, 11 Nov 2024 - 15 Nov 20242024-11-112024-11-15
23. International Semantic Web Conference, ISWC 2024, Baltimore, MDBaltimore, MD, USA, 11 Nov 2024 - 15 Nov 20242024-11-112024-11-15
Hannover : TIB Open Publishing, Open conference proceedings 2024,2 49-63 () [10.52825/ocp.v4i.2491]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
A novel model for the pavement distress segmentation based on multi-level attention DeepLabV3+
Engineering applications of artificial intelligence 137, 109175 () [10.1016/j.engappai.2024.109175]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;  ;  ;
pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints
Advances in knowledge discovery and data mining : 27th Pacific-Asia conference on knowledge discovery and data mining, PAKDD 2023, Osaka, Japan, May 25-28, 2023 : proceedings / Hisashi Kashima, Tsuyoshi Ide, Wen-Chih Peng, editors. - Part 2
27. Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, OsakaOsaka, Japan, 25 May 2023 - 28 May 20232023-05-252023-05-28
Cham, Switzerland : Springer, Lecture notes in computer science 13936, 283-294 () [10.1007/978-3-031-33377-4_22]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;  ;  ;  ;  ;
Towards FAIR Data in Distributed Machine Learning Systems
GLOBECOM 2023 - 2023 IEEE Global Communications Conference : 4-8 Dec. 2023 / general chair: Khaled B. Letaief (Hong Kong University of Science and Technology, Hong Kong)
2023 IEEE Global Communications Conference, GLOBECOM 2023, Kuala LumpurKuala Lumpur, Malaysia, 4 Dec 2023 - 8 Dec 20232023-12-042023-12-08
Piscataway, NJ : IEEE 6450-6455 () [10.1109/GLOBECOM54140.2023.10437414]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract/Contribution to a conference proceedings  ;  ;  ;  ;
Distributed analysis of sensitive daten – personal health train
18. Jahrestagung DEGEPI : Epidemiologie im Wandel – Innovationen und Herausforderungen : 26.-28. September 2023, Würzburg
18. Jahrestagung DEGEPI, WürzburgWürzburg, Germany, 26 Dec 2023 - 28 Dec 20232023-12-262023-12-28
Würzburg : Deutschen Gesellschaft für Epidemiologie (DGEpi) 279-280 ()  GO   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;
Rare Diseases in Hospital Information Systems—An Interoperable Methodology for Distributed Data Quality Assessments
Methods of information in medicine 62(3/4), 71-89 () [10.1055/a-2006-1018]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster  ;  ;  ;  ;  ;
Function, Aim, and Merit of the PersonalHealth Train for the Secondary Use ofClinical Data in Research
1. Heidelberger Frühjahrssymposium Medizinische Informatik, Meeting location,  GO   Download fulltextHomepage of event BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;  ;
Blockchain-based Cross-organizational Workflow Platform
2022 IEEE International Conference on Cloud Computing Technology and Science : CloudCom 2022 : proceedings : 13-16 December 2022, Bangkok, Thailand / honorary chair: Supan Tungjitkusolmun (CMKL University, Thailand) ; publication chairs: Sunsern Cheamanunkul (Mahidol University, Thailand), Senbo Fu (Huawei Cloud, China) ; publisher: IEEE
13. IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2022, BangkokBangkok, Thailand, 13 Dec 2022 - 16 Dec 20222022-12-132022-12-16
Piscataway, NJ : IEEE 53-59 () [10.1109/CloudCom55334.2022.00018]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract  ;  ;  ;  ;  ;  ;
Privatsphärenschützende Datenverknüpfung in verteilten Analysen mit dem PHT
SMITH Science Day, AachenAachen, Germany, 23 Nov 2022 - 23 Nov 20222022-11-232022-11-23 German Medical Science () [10.3205/22SMITH42]  GO OpenAccess   Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract/Contribution to a conference proceedings  ;  ;  ;  ;  ;  ;  ;  ;
Verteilte Analysen mit dem Personal Health Train: Konzept, Anwendungen und Benutzererfahrung
Science Day 22 : built and lived environment - towards a sustainable, livable, urban, and regional future : Pop-Up Campus in Aachen on 30 June 2022 : urban health solutions, carbon sink solutions & materials, built-as-resource solutions, climate change adaptation, agile infrastructure solutions : book of abstracts / BLE Spokespersons: Frank Lohrberg, Tobias Kuhnimhof ; Editorial team for the Book of Abstracts: Agnes Förster, Robin Chang ; Editorial teams for the sessions: Urban Health: Marcel Schweiker, Agnes Förster, Daniel Münderlein, Helena Schulte. Carbon Sink Solutions & Materials: Thomas Matschai, Anya Vollpracht. Built-as-Resource: Carola Neugebauer, Christa Reicher. Climate Change Adaptation: Thomas Wintgens, Frank Kemper, Andreas Witte Agile. Infrastructure: Stefan Böschen ; Graphic Design: Claudia Löwenkamp
Science Day 2022, BLE Science Day, AachenAachen, Germany, 30 Jun 2022 - 30 Jun 20222022-06-302022-06-30
Aachen : Built and Lived Environment (BLE) 27-27 ()  GO OpenAccess   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS