Xibo Ma — accepted AI-conference papers

2025

Macaque-Motion-Monitor Dataset: A New Benchmark for Macaque Action Recognition

Jiawei Huang, Zhiyuan Chen, Wenxuan Fan, Xiaomei Zhang, Xibo Ma

ICASSP 2025accepted

Recent advancements in computational techniques significantly impact bioengineering, particularly in drug safety assessments and neuroscience trials using primate models. Macaques are extensively used due to their genetic and physiological similarities to humans. However, there is a scarcity of maca…

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2024

WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets

Zhirui Yang, Yulan Hu, Sheng Ouyang, Jingyu Liu, Shuqiang Wang, Xibo Ma +3

AAAI 2024technical

In the existing spectral GNNs, polynomial-based methods occupy the mainstream in designing a filter through the Laplacian matrix. However, polynomial combinations factored by the Laplacian matrix naturally have limitations in message passing (e.g., over-smoothing). Furthermore, most existing spectra…

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