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Danai Koutra — most-cited papers & profile · Large Language Models
← authors
·
overview
Danai Koutra
6
papers ·
1
citations ·
35
h-index
University of Michigan
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Random Search Neural Networks for Efficient and Expressive Graph Learning
2025 · 1 citations
Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery
2026
AgentDR: Dynamic Recommendation with Implicit Item-Item Relations via LLM-based Agents
2025
How does Heterophily Impact the Robustness of Graph Neural Networks? Theoretical Connections and Practical Implications
2021
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
2022
Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices
2023
Topics
Theory & Expressivity
GNN Architectures
Protein Science
Chemistry
Drug Discovery
Code Agents
LLM-based
Ranking & CTR
Graph-based