 DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture
Instantaneous and Long-term Effects in Time SeriesInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 Probabilistic Learning of Multivariate Time Series with Temporal IrregularityIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 |
 Learning Informative Representation for Fairness-aware Multivariate
Time-series Forecasting: A Group-based PerspectiveIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 |
 EgPDE-Net: Building Continuous Neural Networks for Time Series
Prediction with Exogenous VariablesIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2022 |
 ACE-NODE: Attentive Co-Evolving Neural Ordinary Differential EquationsKnowledge Discovery and Data Mining (KDD), 2021 |
