 TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-VariationInternational Conference on Learning Representations (ICLR), 2025 |
 FreEformer: Frequency Enhanced Transformer for Multivariate Time Series ForecastingInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 |
 xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend DecompositionAAAI Conference on Artificial Intelligence (AAAI), 2024 |
 TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled
Multivariate Time Series AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2024 |
 GG-SSMs: Graph-Generating State Space ModelsComputer Vision and Pattern Recognition (CVPR), 2024 |
