Elvin Isufi
Publications
- Learning Time-Varying Graphs From Online Data
Natali, A.; Isufi, E.; Coutino, M.; Leus, G.;
IEEE Open Journal of Signal Processing,
Volume 3, pp. 212--228, 2022. DOI: 10.1109/OJSP.2022.3178901 - Simplicial Convolutional Neural Networks
Yang, Maosheng; Isufi, E.; Leus, G.;
In Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Singapore, pp. 8847--8851, May 2022. DOI: 10.1109/ICASSP43922.2022.9746017 - Node-Adaptive Regularization for Graph Signal Reconstruction
Yang, Maosheng; Coutino, M.; Leus, G.; Isufi, E.;
IEEE Open Journal of Signal Processing,
Volume 2, pp. 85--98, 2021. DOI: 10.1109/OJSP.2021.3056897 - Online Graph Learning From Time-Varying Structural Equation Models
Natali, A.; Isufi, E.; Coutino, M.; Leus, G.;
In Proc. of Asilomar Conference on Signals, Systems, and Computers (Asilomar),
Monterey, California, USA, pp. 1579--1585, October 2021. DOI: 10.1109/IEEECONF53345.2021.9723163 - Finite Impulse Response Filters for Simplicial Complexes
Yang, Maosheng; Isufi, E.; Schaub, M.T.; Leus, G.;
In Proc. of European Signal Processing Conference (EUSIPCO),
Dublin, Ireland, pp. 2005--2009, August 2021. DOI: 10.23919/EUSIPCO54536.2021.9616185 - Topological Volterra Filters
Leus, G.; Yang, Maosheng; Coutino, M.; Isufi, E.;
In Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Toronto, Ontario, Canada, pp. 5385--5399, June 2021. DOI: 10.1109/ICASSP39728.2021.9414275 - Online Time-Varying Topology Identification Via Prediction-Correction Algorithms
Natali, A.; Coutino, M.; Isufi, E.; Leus, G.;
In Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Rio de Janeiro, Brazil, pp. 5400--5404, July 2021. DOI: 10.1109/ICASSP39728.2021.9415053 - Graph-Time Spectral Analysis for Atrial Fibrillation
Miao Sun; Elvin Isufi; Natasja M.S. de Groot; Richard C. Hendriks;
Biomedical Signal Processing and Control,
Volume 59, May 2020. DOI: https://doi.org/10.1016/j.bspc.2020.101915
document - Graphs, Convolutions, and Neural Networks: From Graph Filters to Graph Neural Networks
F. Gama; E. Isufi; G. Leus; A. Ribeiro;
IEEE Signal Processing Magazine,
Volume 37, Issue 6, pp. 128-138, 2020. DOI: 10.1109/MSP.2020.3016143
document - 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,
Volume 6, pp. 211-225, 2020. DOI: 10.1109/TSIPN.2020.2975393
document - Observing and Tracking Bandlimited Graph Processes from Sampled Measurements
E. Isufi; P. Banelli; P. Di Lorenzo; G. Leus;
Signal Processing,
Volume 177, pp. 107749, December 2020. - Node varying regularization for graph signals
Maosheng Yang; M. Coutino; E. Isufi; G. Leus;
In 29th European Signal Processing Conference (EUSIPCO 2020),
Amsterdam (Netherlands), EURASIP, pp. 845-849, August 2020.
document - State-space based network topology identification
M. Coutino; E. Isufi; T. Maehara; G. Leus;
In 29th European Signal Processing Conference (EUSIPCO 2020),
Amsterdam (Netherlands), EURASIP, pp. 1055-1059, August 2020.
document - Forecasting multi-dimensional processes over graphs
Alberto Natali; Elvin Isufi; Geert Leus;
In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),
Barcelona (Spain), May 2020. DOI: 10.1109/ICASSP40776.2020.9053522
document - Active Semi-Supervised Learning for Diffusions on Graphs
B. Das; E. Isufi; G. Leus;
In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
pp. 9075-9079, 2020. DOI: 10.1109/ICASSP40776.2020.9054300
document - Advances in Distributed Graph Filtering
M. Coutino; E. Isufi; G. Leus;
IEEE Tr. Signal Processing,
Volume 67, Issue 9, pp. 2320-2333, May 2019. DOI: 10.1109/TSP.2019.2904925
document - Filter Design for Autoregressive Moving Average Graph Filters
Jiani Liu; E. Isufi; G. Leus;
IEEE Transactions on Signal and Information Processing over Networks,
Volume 5, Issue 1, pp. 47-60, March 2019. DOI: 10.1109/TSIPN.2018.2854627
document - Controllability of Bandlimited Graph Processes Over Random Time Varying Graphs
F. Gama; E. Isufi; A. Ribeiro; G. Leus;
IEEE Trans. on Signal Processing,
Volume 67, Issue 24, pp. 6440--6454, December 2019. DOI: 10.1109/TSP.2019.2952053 - Forecasting Time Series With VARMA Recursions on Graphs
E. Isufi; A. Loukas; N. Perraudin; G. Leus;
IEEE Trans. on Signal Processing,
Volume 67, Issue 18, pp. 4870--4885, September 2019. DOI: 10.1109/TSP.2019.2929930 - A Graph Signal Processing Framework for Atrial Activity Extraction
Miao Sun; Elvin Isufi; M.S de Groot; Richard C. Hendriks;
In 27th European Signal Processing Conference (EUSIPCO 2019),
2019.
document - Design Strategies for Sparse Control of Random Time-Varying Networks
M. Coutino; E. Isufi; F. Gama; A. Ribeiro; G. Leus;
In Proc. of Asilomar Conf. on Signals, Systems, and Computers (Asilomar),
Pacific Grove, California, USA, pp. 184--188, November 2019. DOI: 10.1109/IEEECONF44664.2019.9049024 - Graph-time signal processing
E. Isufi;
PhD thesis, TU Delft, Fac. EEMCS, January 2019. ISBN: 978-94-028-1353-1. DOI: 10.4233/uuid:e52cc182-457c-4687-baee-d0f72af36950
document - Filter design for autoregressive moving average graph filters
Jiani Liu; E. Isufi; G. Leus;
IEEE Transactions on Signal and Information Processing over Networks,
2018. ISSN: 2373-776X. DOI: 10.1109/TSIPN.2018.2854627
document - 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,
Volume 66, Issue 13, pp. 3584-3598, July 2018. ISSN: 1053-587X. DOI: 10.1109/TSP.2018.2835384
document - Blind Graph Topology Change Detection
E. Isufi; A. S. U. Mahabir; G. Leus;
IEEE Signal Processing Letters,
Volume 25, Issue 5, pp. 655-659, May 2018. ISSN: 1070-9908. DOI: 10.1109/LSP.2018.2819127
document - Control of graph signals over random time-varying graphs
F. Gama; E. Isufi; G. Leus; A. Ribeiro;
In 2018 IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP),
Calgary (Canada), IEEE, pp. 4169-4173, April 2018. ISSN: 2379-190X. DOI: 10.1109/ICASSP.2018.8462381
document - Edge-Variant Graph Filters
G. Leus; M. Coutino; E. Isufi;
In Graph Signal Processing Workshop (GSP18),
Lausanne (CH), IEEE, June 2018. - Observing Bandlimited Graph Processes
E. Isufi; G. Leus; P. Banelli; P. Di Lorenzo;
In Graph Signal Processing Workshop (GSP18),
Lausanne (CH), June 2018. - Blind Graph Topology Change Detection
E. Isufi; G. Leus;
In Graph Signal Processing Workshop (GSP18),
Lausanne (CH), June 2018. - Distributed Wiener-Based Reconstruction of Graph Signals
E. Isufi; P. Di Lorenzo; P. Banelli; G. Leus;
In 2018 IEEE Statistical Signal Processing Workshop (SSP),
pp. 21-25, June 2018. DOI: 10.1109/SSP.2018.8450828
document - Observing Bandlimited Graph Processes from Subsampled Measurements
E. Isufi; P. Banelli; P. Di Lorenzo; G. Leus;
In 52nd Asilomar Conference on Signals, Systems and Computers,
IEEE, November 2018. - On the Limits of Finite-Time Distributed Consensus through Successive Local Linear Operations
M. Coutino; E. Isufi; G. Leus;
In 52nd Asilomar Conference on Signals, Systems and Computers,
IEEE, November 2018. - Autoregressive Moving Average Graph Filtering
E. Isufi; A. Loukas; A. Simonetto; G. Leus;
IEEE Trans. Signal Processing,
Volume 65, Issue 2, pp. 274-288, January 2017. DOI: 10.1109/TSP.2016.2614793
document - Filtering Random Graph Processes Over Random Time-Varying Graphs
E. Isufi; A. Loukas; A. Simonetto; G. Leus;
IEEE Transactions on Signal Processing,
Volume 65, Issue 16, pp. 4406-4421, August 2017. ISSN: 1053-587X. DOI: 10.1109/TSP.2017.2706186
document - Autoregressive moving average graph filters--a stable distributed implementation
E. Isufi; A. Loukas; G. Leus;
In Int. Conf. Audio Speech Signal Proc. (ICASSP),
New Orleans (USA), IEEE, pp. 4119-4123, March 2017. DOI: 10.1109/ICASSP.2017.7952931
document - Distributed sparsified graph filters for denoising and diffusion tasks
E. Isufi; G. Leus;
In Int. Conf. Audio Speech Signal Proc. (ICASSP),
New Orleans (USA), IEEE, pp. 5865-5869, March 2017. DOI: 10.1109/ICASSP.2017.7953281
document - Distributed Recursive Least Squares Strategies for Adaptive Reconstruction of Graph Signals
P. Di Lorenzo; E. Isufi; P. Banelli; S. Barbarossa; G. Leus;
In 25th European Signal Processing Conference (EUSIPCO 2017),
Kos (Greece), EURASIP, pp. 2353-2357, August 2017. ISBN 978-0-9928626-7-1. DOI: 10.23919/EUSIPCO.2017.8081618
document - Autoregressive moving average graph filter design
Jiani Liu; E. Isufi; G. Leus;
In 2017 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP),
Montreal, Canada, IEEE, pp. 593-597, November 2017.
document - Distributed Edge-Variant Graph Filters
M. Coutino; E. Isufi; G. Leus;
In 2017 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP),
Curacao, IEEE, December 2017. ISBN 978-1-5386-1250-7. - Advanced flooding-based routing protocols for underwater sensor networks
E. Isufi; H. Dol; G. Leus;
EURASIP Journal on Advances in Signal Processing,
Volume 2016:52, Issue 1, pp. 1-12, January 2016. DOI: 10.1186/s13634-016-0346-y
document - Separable Autoregressive Moving Average Graph-Temporal Filters
E. Isufi; A. Loukas; A. Simonetto; G. Leus;
In EUSIPCO,
Budapest (Hungary), August 2016.
document - 2-Dimensional Finite Impulse Response Graph-Temporal Filters
E. Isufi; G. Leus; P. Banelli;
In IEEE Global Conference on Signal and Information Processing (GlobalSIP),
Washington DC, USA, IEEE, December 2016.
document - Autoregressive Moving Average Graph Filter Design
Jiani Liu; E. Isufi; G. Leus;
In 6th Joint WIC/IEEE Symposium on Information Theory and Signal Processing in the Benelux,
IEEE, 2016.
document - Stochastic Signal Processing on Time-Varying Graphs
E. Isufi; A. Simonetto; A. Loukas; G. Leus;
In Proc. of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015),
Cancun, Mexico, December 2015.
document
Extended version - Network Coding for Flooding-Based Routing in Underwater Sensor Networks
E. Isufi; G. Leus; H. Dol;
In Proceedings of the International Conference on Underwater Networks and Systems (WUWNET'14),
Rome, Italy, ACM, November 2014. ISBN 978-1-4503-3277-4. DOI: 10.1145/2671490.2674570
document
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