2 papers
cs.LG2025
MFRS: A Multi-Frequency Reference Series Approach to Scalable and Accurate Time-Series Forecasting
Liang Yu, Lai Tu, Xiang Bai
Multivariate time-series forecasting holds immense value across diverse applications, requiring methods to effectively capture complex temporal and inter-variable dynamics. A key c…
cs.AI2025
A Low-cost and Ultra-lightweight Binary Neural Network for Traffic Signal Recognition
Mingke Xiao, Yue Su, Liang Yu +4
The deployment of neural networks in vehicle platforms and wearable Artificial Intelligence-of-Things (AIOT) scenarios has become a research area that has attracted much attention.…