 Non-collective Calibrating Strategy for Time Series ForecastingInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 |
 Accurate and Efficient Multivariate Time Series Forecasting via Offline ClusteringIEEE International Conference on Data Engineering (ICDE), 2025 |
 Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal
ForecastingInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 Exploring Progress in Multivariate Time Series Forecasting:
Comprehensive Benchmarking and Heterogeneity AnalysisIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 |
 Learning Gaussian Mixture Representations for Tensor Time Series
ForecastingInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 Disentangling Structured Components: Towards Adaptive, Interpretable and
Scalable Time Series ForecastingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 |
