← authors · overview

• Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
  2023 · 940 citations
• Time Series Data Augmentation for Deep Learning: A Survey
  2020 · 818 citations
• Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
  2025 · 59 citations
• Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook
  2023 · 35 citations
• A Robust and Efficient Multi-Scale Seasonal-Trend Decomposition
  2021 · 18 citations
• DistDF: Time-Series Forecasting Needs Joint-Distribution Wasserstein Alignment
  2025 · 14 citations
• NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation
  2025 · 9 citations
• Two-Stage Framework for Seasonal Time Series Forecasting
  2021 · 8 citations
• Differential-Integral Neural Operator for Long-Term Turbulence Forecasting
  2025 · 2 citations