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• TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
  2024 · 96 citations
• Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
  2024 · 37 citations
• Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version
  2022 · 18 citations
• Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results
  2018 · 17 citations
• Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version
  2021 · 4 citations
• Towards Spatio-Temporal Aware Traffic Time Series Forecasting--Full Version
  2022 · 4 citations
• TSFM-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series Forecasting
  2024 · 2 citations
• A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
  2025 · 1 citations
• Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning