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• A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
  2017 · 1337 citations
• Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series
  2021 · 51 citations
• TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents
  2025 · 6 citations
• TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
  2025 · 2 citations
• xTime: Extreme Event Prediction with Hierarchical Knowledge Distillation and Expert Fusion
  2025
• Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
  2025