Awesome Recommender Systems
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Fragkiskos D. Malliaros — most-cited papers & profile · Recommender Systems
← authors
·
overview
Fragkiskos D. Malliaros
4
papers ·
3
citations ·
19
h-index
CentraleSupélec
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks
2022 · 2 citations
Maximizing Influence with Graph Neural Networks
2021 · 1 citations
Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks
2025
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks
2024
Topics
GNN Architectures
Theory & Expressivity
Temporal & Dynamic