MSc E. Isufi

PhD student
Circuits and Systems (CAS), Department of Microelectronics

PhD thesis (Jan 2019): Graph-time signal processing: Filtering and sampling strategies
Promotor: Geert Leus

Expertise: Signal Processing on Graphs

Themes: Signal processing for communication

Biography

Elvin Isufi was born in Albania in 1989. He received his Master of Science degree (cum laude) in Electronic and Telecommunication Engineering from University of Perugia, Italy, in 2014. From November 2013 to August 2014 he was a visiting member at Circuits and Systems group, Delft University of Technology, where he worked on his master thesis. From November 2014 until January 2019 he pursued the Ph. D. degree on signal processing on graphs at Delft University of Technology. His research interests include signal processing on graphs, specifically implementation of graph filters by ARMA recursion and stochastic signal processing on graphs, network coding and underwater communications.

Publications

  1. 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

  2. Online Graph-Adaptive Learning With Scalability and Privacy
    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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. Edge-Variant Graph Filters
    G. Leus; M. Coutino; E. Isufi;
    In Graph Signal Processing Workshop (GSP18),
    Lausanne (CH), IEEE, June 2018.

  9. Observing Bandlimited Graph Processes
    E. Isufi; G. Leus; P. Banelli; P. Di Lorenzo;
    In Graph Signal Processing Workshop (GSP18),
    Lausanne (CH), June 2018.

  10. Blind Graph Topology Change Detection
    E. Isufi; G. Leus;
    In Graph Signal Processing Workshop (GSP18),
    Lausanne (CH), June 2018.

  11. 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

  12. 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.

  13. 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.

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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.

  21. 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

  22. Separable Autoregressive Moving Average Graph-Temporal Filters
    E. Isufi; A. Loukas; A. Simonetto; G. Leus;
    In EUSIPCO,
    Budapest (Hungary), August 2016.
    document

  23. 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

  24. 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

  25. 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

  26. 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

BibTeX support

Last updated: 4 Apr 2019

Elvin Isufi

Alumnus

MSc students