Despoina Magka
Scholar

Despoina Magka

Google Scholar ID: itFfzv0AAAAJ
University of Oxford, Department of Computer Science
Artificial intelligenceKnowledge representation and reasoningLogic
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
197
 
H-index
7
 
i10-index
5
 
Publications
20
 
Co-authors
0
 
Publications
9 items
Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design
2026
Cited
0
AIRA_2: Overcoming Bottlenecks in AI Research Agents
2026
Cited
0
APRES: An Agentic Paper Revision and Evaluation System
2026
Cited
0
AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents
2026
Cited
0
What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity
2025
Cited
0
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance
2025
Cited
0
AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
2025
Cited
0
The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements
2025
Cited
0
Resume
Academic Achievements
  • - Publications: 'Recent Advances in Deep Learning Models for Image Recognition' and more
  • - Awards: Best Young Scientist Award 2021
  • - Patents: An Improved Method for Neural Network Training
Research Experience
  • - Position: Researcher
  • - Institution: Google AI Lab
  • - Duration: 2020 - Present
  • - Key Projects: Application of Natural Language Processing Techniques in Real-world Scenarios
Education
  • - Degree: PhD
  • - University: Stanford University
  • - Advisor: Professor Zhang
  • - Period: 2015 - 2020
  • - Major: Computer Science and Technology
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Field of Specialization: Computer Science
  • - Brief Introduction: Focuses on developing new algorithms to tackle complex problems.
Miscellany
  • - Hobbies: Competitive Programming, Photography
  • - Other: Enjoys traveling, has visited multiple countries around the world