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20242026
most citedTimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment

3 citations · 3 across the 5 of their papers we have counts for

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cs.LG2026

TS-Fault: Benchmarking Time Series Forecasters Against Structural Faults

Yuyang Zhao, Lian Xu, Hao Miao +2

Time series forecasting (TSF) underpins consequential decisions in energy, transportation, finance, and healthcare, yet TSF models are almost universally ranked by a single number…