Kuiye Ding
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View article: DualSG: A Dual-Stream Explicit Semantic-Guided Multivariate Time Series Forecasting Framework
DualSG: A Dual-Stream Explicit Semantic-Guided Multivariate Time Series Forecasting Framework Open
Multivariate Time Series Forecasting plays a key role in many applications. Recent works have explored using Large Language Models for MTSF to take advantage of their reasoning abilities. However, many methods treat LLMs as end-to-end fore…
View article: KAIROS: Unified Training for Universal Non-Autoregressive Time Series Forecasting
KAIROS: Unified Training for Universal Non-Autoregressive Time Series Forecasting Open
In the World Wide Web, reliable time series forecasts provide the forward-looking signals that drive resource planning, cache placement, and anomaly response, enabling platforms to operate efficiently as user behavior and content distribut…
View article: SCD-YOLO: A Novel Object Detection Method for Efficient Road Crack Detection
SCD-YOLO: A Novel Object Detection Method for Efficient Road Crack Detection Open
Timely detection of road cracks is crucial for reducing traffic accident risks, extending road lifespan, and improving transportation efficiency. This study introduces a novel object detection method, named Shift-Wise Cross-Scale Dynamic H…