Danai Koutra
Computer Science · University of Michigan
Publications
228
Citations
6,692
Est. group size
~5
Recurring co-author estimate
Active years
16
Publishing since 2011
Typically publishes in teams of ~5 · 29% small-team papers (≤3 authors) · across 34 venues
- Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery
arXiv (Cornell University) · 2026
- Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery
arXiv (Cornell University) · 2026
- Formalizing and Mitigating Structural Distortion in LLM Attention for Zero-Shot Graph Reasoning
ArXiv.org · 2026
- Beyond Unimodal Perspectives: Generative Retrieval with Multimodal Semantics
2026
- Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation
2025
- Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank
2025
- Unveiling the Impact of Local Homophily on GNN Fairness: In-Depth Analysis and New Benchmarks
Society for Industrial and Applied Mathematics eBooks · 2025
- On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective
2025
- GraFS: An Integrated GNN-LLM Approach for Inferring Best Functional Substitute Products
2025
- Demystifying the Power of Large Language Models in Graph Generation
2025
- Not all Neighbors Agree: Graph Learning Beyond Homophily
2025
- Tackling Size Generalization of Graph Neural Networks on Biological Data from a Spectral Perspective
2025
- SciSoc LLM Workshop: Large Language Models for Scientific and Societal Advances
2025
- SKnow-LLM Workshop: Structured Knowledge for Large Language Models
2025
- Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning
2025
- arXiv (Cornell University)×70
- Synthesis lectures on data mining and knowledge discovery×9
- Lecture notes in computer science×8
- Zenodo (CERN European Organization for Nuclear Research)×6
- Society for Industrial and Applied Mathematics eBooks×5
- Haoteng Yin
Computer Science · Purdue University West Lafayette
- Beatrice Bevilacqua
Computer Science · Purdue University West Lafayette
- Satyaki Sikdar
Computer Science · Indiana University
- Saket Gurukar
Computer Science · The Ohio State University
- Mohammad Al Hasan
Computer Science · Indiana University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 25, 2026.
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