Personal profile

Research profile

Welcome! I am a Computer Science Ph.D. student at TU Delft, advised by Prof. Elvin Isufi and Prof. Geert Leus in the Department of Intelligent Systems. I am also affiliated with Aidro Lab (TU Delft AI Lab Programme). My research interests currently include: signal processing and learning on topological domains (graphs, simplicial complexes); discrete differential and spectral geometry; and machine learning for real-world problems.

Prior to my Ph.D., I obtained my master in Electrical Engineering (cum laude) in the group of Signal Processing Systems at TU Delft under the supervision of Dr. Mario CouriñoProf. Elvin Isufi and Prof. Geert Leus.

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  • 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.

    Research output: Contribution to journalConference articleScientificpeer-review

    Open Access
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    8 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

    Open Access
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    23 Downloads (Pure)
  • 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

    Open Access
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    4 Citations (Scopus)
    67 Downloads (Pure)
  • 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.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    5 Citations (Scopus)
    50 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

    Open Access
    File
    7 Citations (Scopus)
    16 Downloads (Pure)