Adrian Ulges

RheinMain University of Applied Sciences — Germany

Computer Science · Physical Sciences

17h-index1.4kcitations87works0.62yr avg
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Research Topics

Video Analysis and Summarization(30), Advanced Image and Video Retrieval Techniques(28), Image Retrieval and Classification Techniques(20), Topic Modeling(19), Natural Language Processing Techniques(11)

Publications87 total

Re-Ranking with LLMs for Open-World Knowledge Graph Completion
Studies on the semantic web·2025Open Access
RGB Super-Resolution for Multispectral Remote Sensing Images
2025
SlimDoc: lightweight distillation of document transformer models
International Journal on Document Analysis and Recognition (IJDAR)·2025Open Access
Exploring Generalizable Automated Program Repair with Large Language Models
ArXiv.org·2025Open Access
Investigating the Configurability of LLMs for the Generation of Knowledge Work Datasets
2025Open Access
Integrating Expert Labels into LLM-based Emission Goal Detection: Example Selection vs Automatic Prompt Design
2025Open Access
Integrating Expert Labels into LLM-based Emission Goal Detection: Example Selection vs Automatic Prompt Design
arXiv (Cornell University)·2024Open Access
LAPDoc: Layout-Aware Prompting for Documents
arXiv (Cornell University)·2024Open Access
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets
arXiv (Cornell University)·2024Open Access
LAPDoc: Layout-Aware Prompting for Documents
Lecture notes in computer science·2024· 6 cited
How Well Can Masked Language Models Spot Identifiers That Violate Naming Guidelines?
2023· 2 cited
IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying Scale
arXiv (Cornell University)·2023· 1 citedOpen Access
Value Stream Repair Using Graph Structure Learning
Lecture notes in computer science·2023· 1 cited
Domain-Specific Knowledge Graph Adaption with Industrial Text Data
Lecture notes in computer science·2023· 1 cited
Addressing Leakage in Self-Supervised Contextualized Code Retrieval
arXiv (Cornell University)·2022Open Access
UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery
International Journal of Applied Earth Observation and Geoinformation·2021· 39 citedOpen Access
A Structural Transformer with Relative Positions in Trees for Code-to-Sequence Tasks
2021· 2 cited
An End-to-end Model for Entity-level Relation Extraction using\n Multi-instance Learning
arXiv (Cornell University)·2021· 1 citedOpen Access
Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery
Lecture notes in computer science·2021· 4 cited
An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning
2021· 1 citedOpen Access
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Frequent Co-authors

Thomas M. Breuel(23), Damian Borth(13), Christian Schulze(9), Ulrich Schwanecke(7), Johannes Villmow(6), Markus Koch(6), Markus Eberts(5), Christoph H. Lampert(5), Faisal Shafait(4), Marcel Worring(4), Daniel Keysers(4), Sebastiano Battiato(3), Sabu Emmanuel(3), Haseeb Shah(2), Armin Stahl(2), Dirk Krechel(2), Jonas Depoix(2), Ahmad Salman(1), Shoaib Ahmad Siddiqui(1), Ajmal Mian(1)