1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024
WindowMixer: Intra-Window and Inter-Window Modeling for Time Series Forecasting
Quangao Liu, Ruiqi Li, Maowei Jiang +4
Time series forecasting (TSF) is crucial in fields like economic forecasting, weather prediction, traffic flow analysis, and public health surveillance. Real-world time series data…
cs.LG2024
FAITH: Frequency-domain Attention In Two Horizons for Time Series Forecasting
Ruiqi Li, Maowei Jiang, Kai Wang +4
Time Series Forecasting plays a crucial role in various fields such as industrial equipment maintenance, meteorology, energy consumption, traffic flow and financial investment. How…
cs.LG2023★ 1 cited
Enhancing data efficiency in reinforcement learning: a novel imagination mechanism based on mesh information propagation
Zihang Wang, Maowei Jiang
Reinforcement learning(RL) algorithms face the challenge of limited data efficiency, particularly when dealing with high-dimensional state spaces and large-scale problems. Most of…