12 citations · 12 across the 7 of their papers we have counts for
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cs.LG2024
Learning-based Sketches for Frequency Estimation in Data Streams without Ground Truth
Xinyu Yuan, Yan Qiao, Meng Li +4
Estimating the frequency of items on the high-volume, fast data stream has been extensively studied in many areas, such as database and network measurement. Traditional sketches pr…
cs.NI2024
Diffusion Models Meet Network Management: Improving Traffic Matrix Analysis with Diffusion-based Approach
Xinyu Yuan, Yan Qiao, Zhenchun Wei +5
Due to network operation and maintenance relying heavily on network traffic monitoring, traffic matrix analysis has been one of the most crucial issues for network management relat…
cs.LG2024★ 12 cited
Diffusion-TS: Interpretable Diffusion for General Time Series Generation
Xinyu Yuan, Yan Qiao
Denoising diffusion probabilistic models (DDPMs) are becoming the leading paradigm for generative models. It has recently shown breakthroughs in audio synthesis, time series imputa…