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
Contact
No contact links provided.
Publications
12 items
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
On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective
2025
Cited
0
Understanding GNNs and Homophily in Dynamic Node Classification
2025
Cited
1
Learning Laplacian Positional Encodings for Heterophilous Graphs
2025
Cited
1
Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics
2025
Cited
0
Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank
The Web Conference · 2024
Cited
3
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Resume (English only)
Co-authors
21 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
Co-author 5
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
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