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• Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
  2023 · 35 citations
• Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion
  2022 · 7 citations
• Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
  2023 · 3 citations
• Empowering Time Series Analysis with Large Language Models: A Survey
  2024 · 3 citations
• TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
  2025 · 1 citations
• $\textbfS^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
  2024 · 1 citations
• Small Vocabularies, Big Gains: Pretraining and Tokenization in Time Series Models
  2025
• Random Initialization Can't Catch Up: The Advantage of Language Model Transfer for Time Series Forecasting
  2025
• Structural Knowledge Informed Continual Multivariate Time Series Forecasting
  2024