Random walks based modularity: application to semi-supervised learning. - Robin Devooght; Amin Mantrach; Ilkka Kivimäki; Hugues Bersini; Alejandro Jaimes; Marco Saerens (WWW, 2014)

Dynamic Matrix Factorization with Priors on Unknown Values. - Robin Devooght; Nicolas Kourtellis; Amin Mantrach (KDD, 2015)

Collaborative Filtering with Recurrent Neural Networks. - Robin Devooght; Hugues Bersini (CoRR, 2016)

Long and Short-Term Recommendations with Recurrent Neural Networks. - Robin Devooght; Hugues Bersini (UMAP, 2017)

Accelerating model-based collaborative filtering with item clustering. - Robin Devooght; Hugues Bersini (IJCNN, 2018)