BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement. - Morgane Ayle; Jimmy Tekli; Julia El Zini; Boulos El Asmar; Mariette Awad (AAAI, 2020)

End-to-End Learning of Probabilistic Hierarchies on Graphs. - Daniel Zügner; Bertrand Charpentier; Morgane Ayle; Sascha Geringer; Stephan Günnemann (ICLR, 2022)

Winning the Lottery Ahead of Time: Efficient Early Network Pruning. - John Rachwan; Daniel Zügner; Bertrand Charpentier; Simon Geisler; Morgane Ayle; Stephan Günnemann (ICML, 2022)

On the Robustness and Anomaly Detection of Sparse Neural Networks. - Morgane Ayle; Bertrand Charpentier; John Rachwan; Daniel Zügner; Simon Geisler; Stephan Günnemann (CoRR, 2022)

Training Differentially Private Graph Neural Networks with Random Walk Sampling. - Morgane Ayle; Jan Schuchardt; Lukas Gosch; Daniel Zügner; Stephan Günnemann (CoRR, 2023)