Periodicity decoupling framework for long-term series forecasting T Dai, B Wu, P Liu, N Li, J Bao, Y Jiang, ST Xia The Twelfth International Conference on Learning Representations, 2024 | 23 | 2024 |
Divotrack: A novel dataset and baseline method for cross-view multi-object tracking in diverse open scenes S Hao, P Liu, Y Zhan, K Jin, Z Liu, M Song, JN Hwang, G Wang International Journal of Computer Vision 132 (4), 1075-1090, 2024 | 21 | 2024 |
CALF: Aligning LLMs for time series forecasting via cross-modal fine-tuning P Liu, H Guo, T Dai, N Li, J Bao, X Ren, Y Jiang, ST Xia arXiv preprint arXiv:2403.07300, 2024 | 21* | 2024 |
Wftnet: Exploiting global and local periodicity in long-term time series forecasting P Liu, B Wu, N Li, T Dai, F Lei, J Bao, Y Jiang, ST Xia ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 9 | 2024 |
Adaptive multi-scale decomposition framework for time series forecasting Y Hu, P Liu, P Zhu, D Cheng, T Dai arXiv preprint arXiv:2406.03751, 2024 | 4 | 2024 |
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting P Liu, B Wu, Y Hu, N Li, T Dai, J Bao, S Xia arXiv preprint arXiv:2410.04442, 2024 | 3 | 2024 |
Generative pre-trained diffusion paradigm for zero-shot time series forecasting J Yang, T Dai, N Li, J Wu, P Liu, J Li, J Bao, H Zhang, S Xia arXiv preprint arXiv:2406.02212, 2024 | 3 | 2024 |
FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction Y Hu, P Liu, Y Li, D Cheng, N Li, T Dai, J Bao, ST Xia arXiv preprint arXiv:2502.06707, 2025 | 1 | 2025 |
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting T Dai, B Wu, P Liu, N Li, X Yuerong, ST Xia, Z Zhu Advances in Neural Information Processing Systems 37, 108490-108517, 2025 | 1 | 2025 |
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting Y Hu, Y Li, P Liu, Y Zhu, N Li, T Dai, S Xia, D Cheng, C Jiang arXiv preprint arXiv:2502.18834, 2025 | | 2025 |
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting Y Hu, G Zhang, P Liu, D Lan, N Li, D Cheng, T Dai, ST Xia, S Pan arXiv preprint arXiv:2501.13041, 2025 | | 2025 |