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cs.LG2025
ReCast: Reliability-aware Codebook Assisted Lightweight Time Series Forecasting
Xiang Ma, Taihua Chen, Pengcheng Wang +2
Time series forecasting is crucial for applications in various domains. Conventional methods often rely on global decomposition into trend, seasonal, and residual components, which…
cs.LG2025
HD3C: Efficient Medical Data Classification for Edge Devices
Jianglan Wei, Zhenyu Zhang, Pengcheng Wang +2
Efficient medical data classification is essential for modern disease screening, particularly in resource-constrained environments where power budgets and computing capabilities ar…