Elvin Isufi, Matteo Pocchiari, Alan Hanjalic (2021), Accuracy-diversity trade-off in recommender systems via graph convolutions, In Information Processing and Management Volume 58 p.1-22.

Elvin Isufi, Fernando Gama, Alejandro Ribeiro (2021), EdgeNets: Edge Varying Graph Neural Networks, In IEEE Transactions on Pattern Analysis and Machine Intelligence.

Elvin Isufi, Gabriele Mazzola (2021), Graph-time convolutional neural networks, In 2021 IEEE Data Science and Learning Workshop (DSLW), IEEE .

Maosheng Yang, Mario Coutino, Geert Leus, Elvin Isufi (2021), Node-Adaptive Regularization for Graph Signal Reconstruction, In IEEE Open Journal of Signal Processing Volume 2 p.85-98.

Luana Ruiz, Fernando Gama, Alejandro Ribeiro, Elvin Isufi (2021), Nonlinear State-Space Generalizations of Graph Convolutional Neural Networks, In ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) p.5265-5269, IEEE .

Alberto Natali, Mario Coutino, Elvin Isufi, Geert Leus (2021), Online Time-Varying Topology Identification Via Prediction-Correction Algorithms, In ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) p.5400-5404, IEEE .

Zhan Gao, Elvin Isufi, Alejandro Ribeiro (2021), Stability of graph convolutional neural networks to stochastic perturbations, In Signal Processing Volume 188.

Geert Leus, Maosheng Yang, Mario Coutino, Elvin Isufi (2021), Topological Volterra Filters, In ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) p.5385-5389, IEEE .

Zhan Gao, Elvin Isufi, Alejandro Ribeiro (2021), Variance-Constrained Learning for Stochastic Graph Neural Networks, In ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) p.5245-5249, IEEE .

Bishwadeep Das, Elvin Isufi, Geert Leus (2020), Active Semi-Supervised Learning for Diffusions on Graphs, In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) p.9075-9079, IEEE .