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Elvin Isufi
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Autoregressive moving average graph filtering
E Isufi, A Loukas, A Simonetto, G Leus
IEEE Transactions on Signal Processing 65 (2), 274-288, 2016
2722016
Graphs, convolutions, and neural networks: From graph filters to graph neural networks
F Gama, E Isufi, G Leus, A Ribeiro
IEEE Signal Processing Magazine 37 (6), 128-138, 2020
1582020
Deep learning methods for flood mapping: a review of existing applications and future research directions
R Bentivoglio, E Isufi, SN Jonkman, R Taormina
Hydrology and earth system sciences 26 (16), 4345-4378, 2022
1262022
Forecasting time series with VARMA recursions on graphs
E Isufi, A Loukas, N Perraudin, G Leus
IEEE Transactions on Signal Processing 67 (18), 4870-4885, 2019
1042019
Advances in distributed graph filtering
M Coutino, E Isufi, G Leus
IEEE Transactions on Signal Processing 67 (9), 2320-2333, 2019
1022019
Adaptive graph signal processing: Algorithms and optimal sampling strategies
P Di Lorenzo, P Banelli, E Isufi, S Barbarossa, G Leus
IEEE Transactions on Signal Processing 66 (13), 3584-3598, 2018
1022018
Filtering random graph processes over random time-varying graphs
E Isufi, A Loukas, A Simonetto, G Leus
IEEE Transactions on Signal Processing 65 (16), 4406-4421, 2017
972017
EdgeNets: Edge varying graph neural networks
E Isufi, F Gama, A Ribeiro
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 7457 …, 2021
762021
Filter design for autoregressive moving average graph filters
J Liu, E Isufi, G Leus
IEEE Transactions on Signal and Information Processing over Networks 5 (1 …, 2018
692018
Accuracy-diversity trade-off in recommender systems via graph convolutions
E Isufi, M Pocchiari, A Hanjalic
Information Processing & Management 58 (2), 102459, 2021
682021
On the transferability of spectral graph filters
R Levie, E Isufi, G Kutyniok
2019 13th International conference on Sampling Theory and Applications …, 2019
562019
Simplicial convolutional neural networks
M Yang, E Isufi, G Leus
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
392022
Finite impulse response filters for simplicial complexes
M Yang, E Isufi, MT Schaub, G Leus
2021 29th European Signal Processing Conference (EUSIPCO), 2005-2009, 2021
392021
Observing and tracking bandlimited graph processes from sampled measurements
E Isufi, P Banelli, P Di Lorenzo, G Leus
Signal Processing 177, 107749, 2020
34*2020
State-space network topology identification from partial observations
M Coutino, E Isufi, T Maehara, G Leus
IEEE Transactions on Signal and Information Processing over Networks 6, 211-225, 2020
342020
Graph filters for signal processing and machine learning on graphs
E Isufi, F Gama, DI Shuman, S Segarra
IEEE Transactions on Signal Processing, 2024
322024
Separable autoregressive moving average graph-temporal filters
E Isufi, A Loukas, A Simonetto, G Leus
2016 24th European Signal Processing Conference (EUSIPCO), 200-204, 2016
322016
2-dimensional finite impulse response graph-temporal filters
E Isufi, G Leus, P Banelli
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
302016
Stochastic Graph Neural Networks
Z Gao, E Isufi, A Ribeiro
https://arxiv.org/abs/2006.02684, 2020
282020
Simplicial convolutional filters
M Yang, E Isufi, MT Schaub, G Leus
IEEE Transactions on Signal Processing 70, 4633-4648, 2022
262022
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