Supra-Laplacian Encoding for Transformer on Dynamic Graphs. - Yannis Karmim; Marc Lafon; Raphaël Fournier-S'niehotta; Nicolas Thome (NeurIPS, 2024)

Temporal receptive field in dynamic graph learning: A comprehensive analysis. - Yannis Karmim; Leshanshui Yang; Raphaël Fournier-S'niehotta; Clément Chatelain 001; Sébastien Adam; Nicolas Thome (CoRR, 2024)

ITEM: Improving Training and Evaluation of Message-Passing based GNNs for top-k recommendation. - Yannis Karmim; Elias Ramzi; Raphaël Fournier-S'niehotta; Nicolas Thome (Trans. Mach. Learn. Res., 2024)

ViLU: Learning Vision-Language Uncertainties for Failure Prediction. - Marc Lafon; Yannis Karmim; Julio Silva-Rodríguez; Paul Couairon; Clément Rambour; Raphaël Fournier-S'niehotta; Ismail Ben Ayed; Jose Dolz; Nicolas Thome (CoRR, 2025)