Antonis Vasileiou

According to our database, Antonis Vasileiou authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Which Algorithms Can Graph Neural Networks Learn?

Solveig Wittig, Antonis Vasileiou, Robert R. Nerem, Timo Stoll, Floris Geerts, Yusu Wang, Christopher Morris

CoRR, February, 2026

Position: Message-passing and spectral GNNs are two sides of the same coin.

Antonis Vasileiou, Juan Cerviño, Pascal Frossard, Charilaos I. Kanatsoulis, Christopher Morris, Michael T. Schaub, Pierre Vandergheynst, Zhiyang Wang, Guy Wolf, Ron Levie

CoRR, February, 2026

2025

Understanding Generalization in Node and Link Prediction.

Antonis Vasileiou, Timo Stoll, Christopher Morris

CoRR, July, 2025

Survey on Generalization Theory for Graph Neural Networks.

Antonis Vasileiou, Stefanie Jegelka, Ron Levie, Christopher Morris

CoRR, March, 2025

Covered Forest: Fine-grained generalization analysis of graph neural networks.

Antonis Vasileiou, Ben Finkelshtein, Floris Geerts, Ron Levie, Christopher Morris

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2021

IMCF: The IoT Meta-Control Firewall for Smart Buildings.

Soteris Constantinou, Antonis Vasileiou, Andreas Konstantinidis, Panos K. Chrysanthis, Demetrios Zeinalipour-Yazti

Proceedings of the 24th International Conference on Extending Database Technology, 2021