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• Graph Neural Rough Differential Equations for Traffic Forecasting
  2023 · 29 citations
• Graph Neural Controlled Differential Equations for Traffic Forecasting
  2021 · 28 citations
• GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
  2022 · 21 citations
• Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting
  2021 · 12 citations
• Regular Time-series Generation using SGM
  2023 · 8 citations
• Learnable Path in Neural Controlled Differential Equations
  2023 · 6 citations
• Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations
  2023 · 4 citations
• TimeKit: A Time-series Forecasting-based Upgrade Kit for Collaborative Filtering
  2022 · 3 citations
• Time Series Forecasting with Hypernetworks Generating Parameters in Advance
  2022 · 2 citations
• Mining Causality from Continuous-time Dynamics Models: An Application to Tsunami Forecasting
  2022 · 1 citations
• TSGM: Regular and Irregular Time-series Generation using Score-based Generative Models
  2025
• Neural Functions for Learning Periodic Signal
  2025
• Continuous-time Autoencoders for Regular and Irregular Time Series Imputation
  2023