Publications

My publications, including preprints.

2026

  1. Neurosci.
    Cross-subject Mapping of Neural Activity with Restricted Boltzmann Machines
    Haoming Yang, Marko Angjelichinoski, Suya Wu, and 3 more authors
    Frontiers in Computational Neuroscience, 2026
    Paper Link
  2. ICASSP
    S2TX: Cross-Attention Multi-Scale State-Space Transformer for Time Series Forecasting
    Zihao Wu, Juncheng Dong, Haoming Yang, and 1 more author
    arXiv preprint arXiv:2502.11340, 2026
    Paper Link

2025

  1. ICLR
    Elliptic Loss Regularization
    Ali Hasan, Haoming Yang, Yuting Ng, and 1 more author
    The Thirteenth International Conference on Learning Representations, 2025
    Paper Link
  2. AISTATS
    Parabolic Continual Learning
    Haoming Yang, Ali Hasan, and Vahid Tarokh
    The 28th International Conference on Artificial Intelligence and Statistics, 2025
    Paper Link
  3. Neurosci.
    Neuron synchronization analyzed through spatial-temporal attention
    Haoming Yang, Pramod KC, Panyu Chen, and 4 more authors
    Frontiers in Computational Neuroscience, 2025
    Paper Link

2024

  1. AISTATS
    Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes (Oral)
    Haoming Yang, Ali Hasan, Yuting Ng, and 1 more author
    In International Conference on Artificial Intelligence and Statistics, 2024
    Paper Link
  2. bioRxiv
    Body size and light environment modulate flight speed and saccadic behavior in free flying Drosophila melanogaster
    Elina Barredo, Haoming Yang, John Paul Currea, and 5 more authors
    bioRxiv, 2024

2023

  1. Neurosci.
    Interpretable AI for relating brain structural and functional connectomes
    Haoming Yang, Steven Winter, Zhengwu Zhang, and 1 more author
    arXiv preprint arXiv:2210.05672, 2023
    Paper Link