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cs.LG2026
A Lightweight Sparse Interaction Network for Time Series Forecasting
Xu Zhang, Qitong Wang, Peng Wang +1
Recent work shows that linear models can outperform several transformer models in long-term time-series forecasting (TSF). However, instead of explicitly performing temporal intera…
cs.LG2025
Global Feature Enhancing and Fusion Framework for Strain Gauge Time Series Classification
Xu Zhang, Peng Wang, Chen Wang +3
Strain Gauge Status (SGS) time series recognition is crucial in the field of intelligent manufacturing based on the Internet of Things, as accurate identification helps timely dete…