37 citations · 45 across the 14 of their papers we have counts for
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cs.AI2026
FreSia: Frequency-Semantic Instantiation and Alignment for Multivariate Time Series Analysis
Yubo Wang, Hui He, Hezhe Qiao +2
Large Language Models (LLMs) have shown strong potential in multivariate time series forecasting and anomaly detection. Existing studies predominantly inject temporal information i…
cs.AI2026
Enhancing Tabular Anomaly Detection via Pseudo-Label-Guided Generation
Wei Huang, Yuxuan Xiong, Hezhe Qiao +3
Identifying anomalous instances in tabular data is essential for improving data reliability and maintaining system stability. Due to the scarcity of ground-truth anomaly labels, ex…