Research output per year
Research output per year
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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Collaborations and top research areas from the last five years
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State estimation in water distribution system via diffusion on the edge space
Kerimov, B., Yang, M., Taormina, R. & Tscheikner-Gratl, F., 2025, In: Water Research. 274, 122980.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile32 Downloads (Pure) -
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 AccessFile1 Citation (Scopus)33 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 AccessFile48 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. 9746349Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile6 Citations (Scopus)141 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 AccessFile9 Citations (Scopus)107 Downloads (Pure)
Datasets
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Code underlying: Hodge-Compositional Edge Gaussian Processes
Yang, M. (Creator), TU Delft - 4TU.ResearchData, 26 May 2025
DOI: 10.4121/EDD6A7D5-2D9D-4B51-81D2-7C1B234431D6
Dataset/Software: Software
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Code underlying: Hodge-Aware Convolutional Learning on Simplicial Complexes
Yang, M. (Creator), TU Delft - 4TU.ResearchData, 26 May 2025
DOI: 10.4121/979541FE-E72A-42EB-AF86-8DAD211656BB
Dataset/Software: Software
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Code underlying: Simplicial Convolutional Filters
Yang, M. (Creator), TU Delft - 4TU.ResearchData, 26 May 2025
DOI: 10.4121/EE80E5CD-5EA0-47D5-AFA5-AC061C6748F3
Dataset/Software: Software
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Code underlying: Topological Schrödinger Bridge Matching
Yang, M. (Creator), TU Delft - 4TU.ResearchData, 26 May 2025
DOI: 10.4121/11BFF6B3-7C48-4870-B6B1-12A5664864A4
Dataset/Software: Software