LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization.
CoRR, March, 2025
Lightweight Channel-wise Dynamic Fusion Model: Non-stationary Time Series Forecasting via Entropy Analysis.
CoRR, March, 2025
Patch-wise Structural Loss for Time Series Forecasting.
CoRR, March, 2025
PPGF: Probability Pattern-Guided Time Series Forecasting.
CoRR, February, 2025
Hierarchical Classification Auxiliary Network for Time Series Forecasting.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
A dynamic surge pricing model throughout product lifecycle.
Math. Comput. Simul., 2024
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift.
CoRR, 2024
Bilateral negotiation facilitates stable coexistence of cooperation with defection in Prisoner's Dilemma game.
Appl. Math. Comput., 2024
Spatio-Temporal Attention Model with Prior Knowledge for Solar Wind Speed Prediction.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023