Publications

Please find full list of papers.

2025

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    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
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    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

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    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
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    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

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    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

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