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cs.CV2024
Enabling DBSCAN for Very Large-Scale High-Dimensional Spaces
Yongyu Wang
DBSCAN is one of the most important non-parametric unsupervised data analysis tools. By applying DBSCAN to a dataset, two key analytical results can be obtained: (1) clustering dat…
cs.CV2024
Adversarial-Robustness-Guided Graph Pruning
Yongyu Wang
Graph learning plays a central role in many data mining and machine learning tasks, such as manifold learning, data representation and analysis, dimensionality reduction, clusterin…
cs.CV2021
Accelerate 3D Object Processing via Spectral Layout
Yongyu Wang
3D image processing is an important problem in computer vision and pattern recognition fields. Compared with 2D image processing, its computation difficulty and cost are much highe…