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M. Yang

     https://orcid.org/0000-0002-0583-9628

    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 Couriño, Prof. Elvin Isufi and Prof. Geert Leus.

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    • 6 Conference contribution
    • 2 Article
    • 1 Conference article

    • 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 journal › Conference article › Scientific › peer-review

      Open Access
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      5 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 volume › Conference contribution › Scientific › peer-review

      Open Access
      File
      19 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 volume › Conference contribution › Scientific › peer-review

      Open Access
      File
      4 Citations (Scopus)
      65 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 journal › Article › Scientific › peer-review

      Open Access
      File
      5 Citations (Scopus)
      45 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 volume › Conference contribution › Scientific › peer-review

      Open Access
      File
      7 Citations (Scopus)
      15 Downloads (Pure)
    View all 9 research outputs