Entropy Role on Patch-Based Binary Classification for Skin Melanoma. - Guillaume Lachaud; Patricia Conde Céspedes; Maria Trocan (ICCCI (CCIS Volume), 2021)

Graph Neural Networks-Based Multilabel Classification of Citation Network. - Guillaume Lachaud; Patricia Conde Céspedes; Maria Trocan (ACIIDS (2), 2022)

Comparison between Inductive and Transductive Learning in a Real Citation Network using Graph Neural Networks. - Guillaume Lachaud; Patricia Conde Céspedes; Maria Trocan (ASONAM, 2022)

Patch Selection for Melanoma Classification. - Guillaume Lachaud; Patricia Conde Céspedes; Maria Trocan (ICCCI, 2022)

Scalable Missing Data Imputation With Graph Neural Networks. - Guillaume Lachaud; Patricia Conde Céspedes; Maria Trocan (ICASSP Workshops, 2023)

Extensions and Applications of Graph Neural Networks. (Extensions et applications des réseaux de neurones de graphes). - Guillaume Lachaud (2023)