Search results

  • 2023

    ICML 2023 Topological Deep Learning Challenge: Design and Results

    Papillon, M., Hajij, M., Myers, A., Frantzen, F., Zamzmi, G., Jenne, H., Mathe, J., Hoppe, J., Yang, M. & More Authors, 2023, In: Proceedings of Machine Learning Research. 221, p. 3-8 6 p.

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  • 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).

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  • 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

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    3 Citations (Scopus)
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  • Simplicial Convolutional Filters

    Yang, M., Isufi, E., Schaub, M. T. & Leus, G., 2022, In: IEEE Transactions on Signal Processing. 70, p. 4633 - 4648 16 p.

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  • 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

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    7 Citations (Scopus)
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  • 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).

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    2 Citations (Scopus)
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  • 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

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  • Node-Adaptive Regularization for Graph Signal Reconstruction

    Yang, M., Coutino, M., Leus, G. & Isufi, E., 2021, In: IEEE Open Journal of Signal Processing. 2, p. 85-98 14 p., 9346013.

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  • 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

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    4 Citations (Scopus)
    64 Downloads (Pure)