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Christos Faloutsos — most-cited papers & profile · Graph Learning
← authors
·
overview
Christos Faloutsos
11
papers ·
49
citations ·
132
h-index
Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs
2023 · 23 citations
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
2023 · 1 citations
Empowering GNNs for Domain Adaptation via Denoising Target Graph
2025
Spectro-Riemannian Graph Neural Networks
2025
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks
2019
OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization
2023
Top co-authors
Vassilis N. Ioannidis
· 4
Xiang Song
· 3
Da Zheng
· 2
George Karypis
· 2
Haiyang Yu
· 2
Qi Zhu
· 2
Shen Wang
· 2
Soji Adeshina
· 2
Costas Mavromatis
· 1
Danai Koutra
· 1
Han Zhao
· 1
Hengrui Zhang
· 1
Topics
GNN Architectures
Theory & Expressivity
Recommendation Graphs
Self-Supervised & Contrastive
Knowledge Graphs
Temporal & Dynamic