Marek Rei
Scholar

Marek Rei

Google Scholar ID: nNeD95EAAAAJ
Associate Professor, Imperial College London
Artificial IntelligenceLanguage ModelingMachine LearningNatural Language Processing
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,292
 
H-index
25
 
i10-index
37
 
Publications
20
 
Co-authors
37
list available
Contact
No contact links provided.
Publications
15 items
DyGnROLE: Modeling Asymmetry in Dynamic Graphs with Node-Role-Oriented Latent Encoding
2026
Cited
0
Capture the Flags: Family-Based Evaluation of Agentic LLMs via Semantics-Preserving Transformations
2026
Cited
0
Fine-tuning with RAG for Improving LLM Learning of New Skills
2025
Cited
0
AgentCoMa: A Compositional Benchmark Mixing Commonsense and Mathematical Reasoning in Real-World Scenarios
2025
Cited
0
Predictive Multimodal Modeling of Diagnoses and Treatments in EHR
2025
Cited
0
How to Improve the Robustness of Closed-Source Models on NLI
2025
Cited
0
Reverse Engineering Human Preferences with Reinforcement Learning
2025
Cited
0
Enhancing LLM Robustness to Perturbed Instructions: An Empirical Study
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Published 'A New Method of Machine Learning' in 'International Journal of Machine Learning', 201X
  • - Won the Best Research Award of the Year, 201X
Research Experience
  • - Senior Researcher, ABC Lab, 201X-Present
  • - Participated in the XYZ Project, responsible for algorithm design
Education
  • - Ph.D., XX University, 201X-201X, Advisor: Prof. Zhang
  • - M.S., YY University, 200X-200X, Advisor: Prof. Li
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Professional Field: Computer Science
  • - Brief Introduction: Specializes in developing efficient AI algorithms.
Miscellany
  • - Personal Interests: Traveling, Reading Sci-Fi Books
Co-authors
37 total
Helen Yannakoudakis
Helen Yannakoudakis
Senior Lecturer, King’s College London
Joe Stacey
Joe Stacey
University of Sheffield
Zheng Yuan
Zheng Yuan
Associate Professor, University of Sheffield; Visiting Researcher, University of Cambridge
Ted Briscoe
Ted Briscoe
Professor of Natural Language Processing, MBZUAI
Anders Søgaard
Anders Søgaard
Full Professor in NLP and Machine Learning, University of Copenhagen
Andrew Caines
Andrew Caines
University of Cambridge
Christopher Bryant
Christopher Bryant
AI Research Scientist (Writer), Visiting Researcher (University of Cambridge)
Ekaterina Shutova
Ekaterina Shutova
ILLC, University of Amsterdam