B. Kerimov, M. Yag, R. Taormina, F. Tscheikner-Grati, State Estimation in Water Distribution Systems via Diffusion on the Edge Space, Water Research, 2025.

M. Yang, G. Leus and E. Isufi, Hodge-Aware Convolutional Learning on Simplicial Complexes, Transactions on Machine Learning Research, 2025. [PDF] 

M. Yang, E. Isufi, M. T. Schaub and G. Leus, Simplicial Convolutional Filters, in the IEEE Transactions on Signal Processing, Sep. 2022. [PDF]

M. Yang, M. Coutino, G. Leus and E. Isufi, Node-Adaptive Regularization for Graph Signal Reconstruction, IEEE Open Journal of Signal Processing, Jan. 2021. [PDF]

M. Yang, Topological Schrodinger Bridge Matching, International Conference on Learning Representations (ICLR), 2025

F. Ji, X. Jian, W.P. Tay, and M. Yang, Processing Asynchronous Time-simplex Signals,  in Proceedings of the EURASIP European Signal Processing Conference (EUSIPCO), Sicily, Italy, Sep. 2025

M. Yang, V. Borovitskiy, and E. Isufi, Hodge-Compositional Edge Gaussian Processes, 27th International Conference on Artificial Intelligence and Statistics (AISTATS), Valenca, Spain, May 2024 [PDF]

M. Yang, B. Das and E.Isufi, Online Edge Flow Prediction over Expanding Simplicial Complexes, IEEE International Conference on Acoustic, Speech and Signal Processing, (ICASSP), Greece, June. 2023. (invited paper)

M. Yang and E. Isufi, Simplicial Trend Filtering, IEEE Asilomar Conference on Signals, Systems and Computations, Pacific Grove, USA, Nov. 2022. (invited paper)

E. Isufi and M. Yang, Convolutional Filters for Simplicial Complexes, in the IEEE International Conference on Acoustic, Speech and Signal Processing, (ICASSP), Singapore, May. 2022. [PDF] 

M. Yang, E. Isufi and G. Leus, Simplicial Convolutional Neural Networks, in the IEEE International Conference on Acoustic, Speech and Signal Processing, (ICASSP), Singapore, May. 2022. [PDF] (invited paper)

M. Yang, E. Isufi, M. T. Schaub and G. Leus, Finite Impulse Response Filters for Simplicial Complexes, in Proceedings of EURASIP European Signal Processing Conference (EUSIPCO), Dublin, Irland, Aug. 2021. [PDF]

G. Leus, M. Yang, M. Coutino and E. Isufi, Topological Volterra Filters, in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, Ontario, Canada, Jun. 2021. [PDF]

M. Yang, M. Coutino, E. Isufi and G. Leus, Node Varying Regularization for Graph Signals, in Proceedings of the EURASIP European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, Aug. 2020. [PDF] (invited paper)