Danai Koutra
Scholar

Danai Koutra

Google Scholar ID: bDrA1-8AAAAJ
University of Michigan, Ann Arbor
AIData MiningGraph Neural NetworksSummarization/Similarity/AlignmentAnomaly Detection
Homepage↗Google Scholar↗
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
Resume (English only)
Co-authors
21 total
Christos Faloutsos
Christos Faloutsos
CMU
Leman Akoglu
Leman Akoglu
Associate Professor, Carnegie Mellon University
Hanghang Tong
Hanghang Tong
University of Illinois at Urbana-Champaign
Tina Eliassi-Rad
Tina Eliassi-Rad
Professor & The Inaugural Joseph E. Aoun Chair, Northeastern University
Co-author 5
Co-author 5
U Kang
U Kang
Professor of Computer Science and Engineering, Seoul National University
Evangelos E. Papalexakis
Evangelos E. Papalexakis
Professor and Ross Family Chair, University of California Riverside
Jilles Vreeken
Jilles Vreeken
CISPA Helmholtz Center for Information Security