Ataollah Kamal

According to our database¹, Ataollah Kamal authored at least 10 papers between 2022 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

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Bibliography

2025

Leveraging internal representations of GNNs with Shapley values.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., November, 2025

Game theoretic explainers for graph neural networks. (Méthodes d'explication basées sur la théorie des jeux pour les réseaux de neurones sur graphes).

[BibT_eX]

[DOI]

Ataollah Kamal

PhD thesis, 2025

Explainability of Molecular Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

2024

On GNN explainability with activation rules.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., September, 2024

On GNN explanability with activation rules.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Game Theoretic Explanations for Graph Neural Networks.

[BibT_eX]

[DOI]

Ataollah Kamal

Céline Robardet

Marc Plantevit

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

2022

In pursuit of the hidden features of GNN's internal representations.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2022

Improving the Quality of Rule-Based GNN Explanations.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

What Does My GNN Really Capture? On Exploring Internal GNN Representations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2022

Ataollah Kamal

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