Publications

Please find full list of papers.

2025

  1. neurocomm_rf.png
    Neuromorphic Wireless Split Computing with Resonate-and-Fire Neurons
    Dengyu Wu, Jiechen Chen, H Vincent Poor, and 2 more authors
    arXiv preprint arXiv:2506.20015, 2025
  2. neurocomm.png
    Neuromorphic Wireless Split Computing With Multi-Level Spikes
    Dengyu Wu, Jiechen Chen, Bipin Rajendran, and 2 more authors
    IEEE Transactions on Machine Learning in Communications and Networking, 2025
  3. neurocomm_icmlcn.png
    Neuromorphic Wireless Semantic Communication with Multi-Level Spikes
    Jiechen Chen, Dengyu Wu, Bipin Rajendran, and 2 more authors
    2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2025
  4. snncutoff.png
    Optimizing event-driven spiking neural network with regularization and cutoff
    Dengyu Wu, Gaojie Jin, Han Yu, and 2 more authors
    Frontiers in neuroscience, 2025

2024

  1. llm-verification.jpeg
    A survey of safety and trustworthiness of large language models through the lens of verification and validation
    Xiaowei Huang, Wenjie Ruan, Wei Huang, and 8 more authors
    Artificial Intelligence Review, 2024
  2. AOI-SNN.png
    Direct training needs regularisation: Anytime optimal inference spiking neural network
    Dengyu Wu, Yi Qi, Kaiwen Cai, and 3 more authors
    arXiv preprint arXiv:2405.00699, 2024

2023

  1. randomized.png
    Randomized adversarial training via taylor expansion
    Gaojie Jin, Xinping Yi, Dengyu Wu, and 2 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

  1. a_little_energy.png