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  • 2023

    Graph-Time Trend Filtering and Unrolling Network

    Sabbaqi, M. & Isufi, E., 2023, Proceedings of the 2023 31st European Signal Processing Conference (EUSIPCO). IEEE, p. 1230-1234 5 p. (European Signal Processing Conference).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    3 Downloads (Pure)
  • Online Edge Flow Prediction Over Expanding Simplicial Complexes

    Yang, M., Das, B. & Isufi, E., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    22 Downloads (Pure)
  • Online Vector Autoregressive Models Over Expanding Graphs

    Das, B. & Isufi, E., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    17 Downloads (Pure)
  • Simplicial Vector Autoregressive Model For Streaming Edge Flows

    Krishnan, J., Money, R., Beferull-Lozano, B. & Isufi, E., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    13 Downloads (Pure)
  • 2022

    Convolutional Filtering in Simplicial Complexes

    Isufi, E. & Yang, M., 2022, Proceedings of the ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5578-5582 5 p. 9746349

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    4 Citations (Scopus)
    67 Downloads (Pure)
  • Dynamic Bi-Colored Graph Partitioning

    He, Y., Coutino, M., Isufi, E. & Leus, G., 2022, 30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 692-696 5 p. (European Signal Processing Conference; vol. 2022-August).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    17 Downloads (Pure)
  • Learning Expanding Graphs for Signal Interpolation

    Das, B. & Isufi, E., 2022, Proceedings of the ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5917-5921 5 p. 9747156

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    3 Citations (Scopus)
    17 Downloads (Pure)
  • Simplicial Convolutional Neural Networks

    Yang, M., Isufi, E. & Leus, G., 2022, Proceedings of the ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 8847-8851 5 p. 9746017

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    7 Citations (Scopus)
    16 Downloads (Pure)
  • Simplicial Trend Filtering (Invited Paper)

    Yang, M. & Isufi, E., 2022, Proceedings of the 56th Asilomar Conference on Signals, Systems and Computers. Matthews, M. B. (ed.). IEEE, p. 930-934 5 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2022-October).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    2 Citations (Scopus)
    8 Downloads (Pure)
  • 2021

    Finite Impulse Response Filters for Simplicial Complexes

    Yang, M., Isufi, E., Schaub, M. T. & Leus, G., 2021, 2021 29th European Signal Processing Conference (EUSIPCO): Proceedings. IEEE, p. 2005-2009 5 p. 9616185

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    24 Downloads (Pure)
  • Graph-time convolutional neural networks

    Isufi, E. & Mazzola, G., 2021, 2021 IEEE Data Science and Learning Workshop (DSLW). IEEE, 6 p. 9523412

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    6 Citations (Scopus)
    90 Downloads (Pure)
  • GReS: Workshop on graph neural networks for recommendation and search

    Thonet, T., Clinchant, S., Lassance, C., Isufi, E., Ma, J., Xie, Y., Renders, J. M. & Bronstein, M., 2021, RecSys 2021 - 15th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM), p. 780-782 3 p. (RecSys 2021 - 15th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    127 Downloads (Pure)
  • Nonlinear State-Space Generalizations of Graph Convolutional Neural Networks

    Ruiz, L., Gama, F., Ribeiro, A. & Isufi, E., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5265-5269 5 p. 9414672

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    39 Downloads (Pure)
  • Online Graph Learning From Time-Varying Structural Equation Models

    Natali, A., Isufi, E., Coutino, M. & Leus, G., 2021, 55th Asilomar Conference on Signals, Systems and Computers, ACSSC 2021: Proceedings. Matthews, M. B. (ed.). IEEE, p. 1579-1585 7 p. 9723163. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2021-October).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    1 Citation (Scopus)
    25 Downloads (Pure)
  • Online Time-Varying Topology Identification Via Prediction-Correction Algorithms

    Natali, A., Coutino, M., Isufi, E. & Leus, G., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5400-5404 5 p. 9415053

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    11 Citations (Scopus)
    31 Downloads (Pure)
  • Sampling Graph Signals with Sparse Dictionary Representation

    Zhang, K., Coutino, M. & Isufi, E., 2021, 2021 29th European Signal Processing Conference (EUSIPCO): Proceedings. IEEE, p. 1815-1819 5 p. 9615918

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    1 Citation (Scopus)
    111 Downloads (Pure)
  • Topological Volterra Filters

    Leus, G., Yang, M., Coutino, M. & Isufi, E., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5385-5389 5 p. 9414275

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    4 Citations (Scopus)
    71 Downloads (Pure)
  • Variance-Constrained Learning for Stochastic Graph Neural Networks

    Gao, Z., Isufi, E. & Ribeiro, A., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5245-5249 5 p. 9413751

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    3 Citations (Scopus)
  • 2020

    Active Semi-Supervised Learning for Diffusions on Graphs

    Das, B., Isufi, E. & Leus, G., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 9075-9079 5 p. 9054300

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    91 Downloads (Pure)
  • Forecasting Multi-Dimensional Processes Over Graphs

    Natali, A., Isufi, E. & Leus, G., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. IEEE, p. 5575-5579 5 p. 9053522

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    9 Citations (Scopus)
    21 Downloads (Pure)
  • Graph-Adaptive Activation Functions for Graph Neural Networks

    Iancu, B., Ruiz, L., Ribeiro, A. & Isufi, E., 2020, 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP): Proceedings. IEEE, p. 1-6 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    3 Citations (Scopus)
  • Node varying regularization for graph signals

    Yang, M., Coutino, M., Isufi, E. & Leus, G., 2020, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. Amsterdam (Netherlands): Eurasip, p. 845-849 5 p. 9287807. (European Signal Processing Conference; vol. 2021-January).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    1 Citation (Scopus)
    67 Downloads (Pure)
  • Rational Chebyshev Graph Filters

    Rimleanscaia, O. & Isufi, E., 2020, Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. Matthews, M. B. (ed.). IEEE, p. 736-740 5 p. 9443317. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2020-November).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    2 Citations (Scopus)
    83 Downloads (Pure)
  • State-space based network topology identification

    Coutino, M., Isufi, E., Maehara, T. & Leus, G., 1 Aug 2020, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. Amsterdam (Netherlands): Eurasip, p. 1055-1059 5 p. 9287692. (European Signal Processing Conference; vol. 2021-January).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    4 Citations (Scopus)
    34 Downloads (Pure)
  • Stochastic Graph Neural Networks

    Gao, Z., Isufi, E. & Ribeiro, A., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. IEEE, p. 9080-9084 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    6 Citations (Scopus)
  • Towards Finite-Time Consensus with Graph Convolutional Neural Networks

    Iancu, A. & Isufi, E., 1 Aug 2020, 28th European Signal Processing Conference (EUSIPCO 2020). Amsterdam (Netherlands): Eurasip, p. 2145-2149 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    31 Downloads (Pure)
  • 2019

    A graph signal processing framework for atrial activity extraction

    Sun, M., Isufi, E., De Groot, N. M. S. & Hendriks, R. C., 1 Sept 2019, EUSIPCO 2019 - 27th European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, Vol. 2019-September. 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    2 Citations (Scopus)
  • Graph filtering with quantization over random time-varying graphs

    Saad, L. B., Isufi, E. & Beferull-Lozano, B., 1 Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 5 p. 8969270

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    6 Citations (Scopus)
  • Observing Bandlimited Graph Processes from Subsampled Measurements

    Isufi, E., Banelli, P., Di Lorenzo, P. & Leus, G., 2019, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. Matthews, M. B. (ed.). IEEE, p. 737-741 5 p. 8645200

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    1 Citation (Scopus)
    17 Downloads (Pure)
  • On the Limits of Finite-Time Distributed Consensus Through Successive Local Linear Operations

    Coutino, M., Isufi, E., Maehara, T. & Leus, G., 2019, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. Matthews, M. B. (ed.). Piscataway, NJ, USA: IEEE, p. 993-997 5 p. 8645186

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    4 Citations (Scopus)
    12 Downloads (Pure)
  • On the Transferability of Spectral Graph Filters

    Levie, R., Isufi, E. & Kutyniok, G., 2019, 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019: Bordeaux, France. Amini, A. (ed.). SampTA, 5 p. 9030932. (2019 13th International Conference on Sampling Theory and Applications, SampTA 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

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    20 Citations (Scopus)
    134 Downloads (Pure)
  • 2018

    Autoregressive moving average graph filter design

    Liu, J., Isufi, E. & Leus, G., 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 : Proceedings. Piscataway: IEEE, p. 593-597 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    3 Citations (Scopus)
    17 Downloads (Pure)
  • Control of graph signals over random time-varying graphs

    Gama, F., Isufi, E., Leus, G. & Ribeiro, A., 2018, Proceedings 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018. Piscataway, NJ: IEEE, p. 4169-4173 5 p. 8462381

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    7 Citations (Scopus)
    28 Downloads (Pure)
  • Distributed edge-variant graph filters

    Coutino, M., Isufi, E. & Leus, G., 2018, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). Piscataway, NJ: IEEE, p. 1-5 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    19 Citations (Scopus)
    8 Downloads (Pure)
  • Distributed Wiener-Based Reconstruction of Graph Signals

    Isufi, E., Di Lorenzo, P., Banelli, P. & Leus, G., 2018, 2018 IEEE Statistical Signal Processing Workshop, SSP 2018. Piscataway, NJ: IEEE, p. 21-25 5 p. 8450828

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    14 Citations (Scopus)
    23 Downloads (Pure)
  • 2017

    Autoregressive Moving Average Graph Filters a Stable Distributed Implementation

    Isufi, E., Loukas, A. & Leus, G., 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. Piscataway, NJ: IEEE, p. 4119-4123 5 p. 7952931

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    10 Citations (Scopus)
  • Distributed Recursive Least Squares Strategies for Adaptive Reconstruction of Graph Signals

    Di Lorenzo, P., Isufi, E., Banelli, P., Barbarossa, S. & Leus, G., 2017, 25th European Signal Processing Conference, EUSIPCO 2017. Piscataway, NJ: IEEE, p. 2289-2293 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    14 Citations (Scopus)
  • Distributed sparsified graph filters for denoising and diffusion tasks

    Isufi, E. & Leus, G., 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. Piscataway, NJ: IEEE, p. 5865-5869 5 p. 7953281

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    7 Citations (Scopus)
  • 2016

    2-Dimensional finite impulse response graph-temporal filters

    Isufi, E., Leus, G. & Banelli, P., Dec 2016, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Piscataway, NJ: IEEE, p. 405-409 5 p. 7905873

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    21 Citations (Scopus)
  • Autoregressive Moving Average Graph Filter Design

    Liu, J., Isufi, E. & Leus, G., 2016, Proceedings of the 37th WIC Symposium on Information Theory in the Benelux and The 6th Joint WIC/IEEE Symposium on Information Theory and Signal Processing in the Benelux. Glineur, F. & Louveaux, J. (eds.). Université Catholique de Louvain, Belgium, p. 219-226 8 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    47 Downloads (Pure)
  • Separable Autoregressive Moving Average Graph-Temporal Filters

    Isufi, E., Loukas, A., Simonetto, A. & Leus, G., 1 Dec 2016, 2016 24th European Signal Processing Conference (EUSIPCO). Piscataway: IEEE, p. 200-204 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  • Stochastic graph filtering on time-varying graphs

    Isufi, E., Simonetto, A., Loukas, A. & Leus, G., 21 Jan 2016, Proceedings of the 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Richard, C. & Gini, F. (eds.). Piscataway, NJ, USA: IEEE Society, p. 89-92 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    12 Citations (Scopus)