Scholar
Danai Koutra
Google Scholar ID: bDrA1-8AAAAJ
University of Michigan, Ann Arbor
AI
Data Mining
Graph Neural Networks
Summarization/Similarity/Alignment
Anomaly Detection
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Citations & Impact
All-time
Citations
8,615
H-index
36
i10-index
87
Publications
20
Co-authors
21
list available
Publications
17 items
Edge-Level Automorphism in GNNs: A Quantitative Framework and Effective Designs For Link Prediction
2026
Cited
0
Preserving Item Semantics for Free: Rethinking Token Initialization in LLM-Based Generative Recommendation
2026
Cited
0
When GNNs Fail: Quantifying and Overcoming Temporal Correlation Volatility in Time Series
2026
Cited
0
Formalizing and Mitigating Structural Distortion in LLM Attention for Zero-Shot Graph Reasoning
2026
Cited
0
Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery
2026
Cited
0
GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs
2025
Cited
0
Random Search Neural Networks for Efficient and Expressive Graph Learning
2025
Cited
0
Glance for Context: Learning When to Leverage LLMs for Node-Aware GNN-LLM Fusion
2025
Cited
0
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Co-authors
16 total
Christos Faloutsos
CMU
Leman Akoglu
Associate Professor, Carnegie Mellon University
Hanghang Tong
University of Illinois at Urbana-Champaign
Tina Eliassi-Rad
Professor & The Inaugural Joseph E. Aoun Chair, Northeastern University
U Kang
Professor of Computer Science and Engineering, Seoul National University
Evangelos E. Papalexakis
Professor and Ross Family Chair, University of California Riverside
Jilles Vreeken
CISPA Helmholtz Center for Information Security
Stephan Günnemann
Professor of Computer Science, Technical University of Munich
