Guangxi Yan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Short Term Prediction

Top Venues

Appl. Soft Comput.

Digit. Signal Process.

Publications

Chengqing Yu, Guangxi Yan, Chengming Yu, Xinwei Liu, Xiwei Mi
MRIformer: A multi-resolution interactive transformer for wind speed multi-step prediction. Inf. Sci. 661 (2024)
Chengqing Yu, Guangxi Yan, Chengming Yu, Xiwei Mi
Attention mechanism is useful in spatio-temporal wind speed prediction: Evidence from China. Appl. Soft Comput. 148 (2023)
Pan Shang, Xinwei Liu, Chengqing Yu, Guangxi Yan, Qingqing Xiang, Xiwei Mi
A new ensemble deep graph reinforcement learning network for spatio-temporal traffic volume forecasting in a freeway network. Digit. Signal Process. 123 (2022)
Xiwei Mi, Chengqing Yu, Xinwei Liu, Guangxi Yan, Fuhao Yu, Pan Shang
A dynamic ensemble deep deterministic policy gradient recursive network for spatiotemporal traffic speed forecasting in an urban road network. Digit. Signal Process. 129 (2022)
Qingwen Li, Chengming Yu, Guangxi Yan
A New Multipredictor Ensemble Decision Framework Based on Deep Reinforcement Learning for Regional GDP Prediction. IEEE Access 10 (2022)
Omair Rafique, Yu Bai, Klaus Schneider, Guangxi Yan
Synthesis of Heterogeneous Dataflow Models from Synchronous Specifications. COMPSAC (2021)
Omair Rafique, Yu Bai, Klaus Schneider, Guangxi Yan
Efficient Implementation of Heterogeneous Dataflow Models using Synchronous IO Patterns. DSD (2021)
Hui Liu, Guangxi Yan, Zhu Duan, Chao Chen
Intelligent modeling strategies for forecasting air quality time series: A review. Appl. Soft Comput. 102 (2021)