Yongli Mou
This user has not added any information to their profile yet.
Contact Information:
Lehrstuhl Informatik 5
Building: E2
Room: 6208
Ahornstr. 55, 52074 Aachen
- Knowledge Graph-Enhanced Vision-Language Models for Radiology Report Generation (Open)
- TLM: Bridge the Modality Gap between Transcriptome and Natural Language (Open)
- Knowledge Graph-Based Chinese Tourism Recommendation System with Large Language Models (Running)
- Knowledge Graph Construction for German Law Documents (Running)
- Rethinking Federated Learning in Personal Health Train (Running)
- On the Analysis and Mitigation of Hallucination in Vision-Language Models (Running)
- Implementing Agentic Graph RAG System for Oral Maxillofacial Surgery Guidelines/Books (Running)
- Brain Tumor Segmentation from 3D MRI Images using Diffusion Models (Running)
- Single-Cell Centric Biomedical Foundation Models for Cancer (Running)
- Knowledge Graph Construction from Biomedical Literature using Large Language Models (Running)
- An Empirical Study of Open Source Large Language Models (OSLLMs) (Finished)
- Enhancing Knowledge Graph Embedding with Uncertainty Modeling using Fuzzy Logic (Finished)
- Consistency-checking German Pathology Reports using Large Language models (Finished)
- Knowledge and Social Context-enhanced Fake News Detection (Finished)
- WILLM: A System for Academic Writing Improvement basedon Large Language Models (Finished)
- Scientific Question Answering using Retrieval-Augmented Large Language Models (Finished)
- Analysing Policy Documents using AI-based Large Language Models (LLMs) (Finished)
- Analysing Scientific Publications using AI-based Large Language Models (LLMs) (Finished)
- MuCo – Music Composer: Can AI Rival Human Creativity? (Finished)
- Mastering the Game of Contract Bridge: Strategy Optimization via Deep Reinforcement Learning (Finished)
- Adversarial Attacks against Face Detection Systems (Finished)
- Improved Bottom-up Deep Learning Approach for Neuronal Cell Instance Segmentation (Finished)
- Membership Inference Attacks against Generative Models and Differential Privacy Defense (Finished)
- Personalized Federated Hetero-task Learning on Graph Data (Finished)
- Decentralized Identity and Access Management for Distributed Machine Learning Systems (Finished)
- Bridging the gap between design and deployment of statistical analyses in Distributed Analytics (Finished)
- Defense against Data Poisoning Attacks in Federated Learning (Finished)
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 2024
23. International Semantic Web Conference, ISWC 2024, Baltimore, MDBaltimore, MD, USA, 11 Nov 2024 - 15 Nov 2024
Hannover : TIB Open Publishing, Open conference proceedings 2024,2 49-63 (2024) [10.52825/ocp.v4i.2491]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
A novel model for the pavement distress segmentation based on multi-level attention DeepLabV3+
Engineering applications of artificial intelligence 137, 109175 (2024) [10.1016/j.engappai.2024.109175]
BibTeX |
EndNote:
XML,
Text |
RIS
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 2023
Cham, Switzerland : Springer, Lecture notes in computer science 13936, 283-294 (2023) [10.1007/978-3-031-33377-4_22]
BibTeX |
EndNote:
XML,
Text |
RIS
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 2023
Piscataway, NJ : IEEE 6450-6455 (2023) [10.1109/GLOBECOM54140.2023.10437414]
BibTeX |
EndNote:
XML,
Text |
RIS
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 2023
Würzburg : Deutschen Gesellschaft für Epidemiologie (DGEpi) 279-280 (2023)
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
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 (2023) [10.1055/a-2006-1018]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Poster
Function, Aim, and Merit of the PersonalHealth Train for the Secondary Use ofClinical Data in Research
1. Heidelberger Frühjahrssymposium Medizinische Informatik, Meeting location,
Homepage of event
BibTeX |
EndNote:
XML,
Text |
RIS
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 2022
Piscataway, NJ : IEEE 53-59 (2022) [10.1109/CloudCom55334.2022.00018]
BibTeX |
EndNote:
XML,
Text |
RIS
Abstract
Privatsphärenschützende Datenverknüpfung in verteilten Analysen mit dem PHT
SMITH Science Day, AachenAachen, Germany, 23 Nov 2022 - 23 Nov 2022
German Medical Science (2023) [10.3205/22SMITH42]
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
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 2022
Aachen : Built and Lived Environment (BLE) 27-27 (2022)
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS