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Chengqing Yu

GitHub @ChengqingYu ↗ · 个人主页 ↗

I am an Assistant Professor at the Institute of Computing Technology, CAS. My research interests include deep learning, time series and reinforcement Learning

公司
Institute of Computing Technology, CAS
位置
Beijing, China
Stars
390
粉丝 / 仓库
43

代表作品 / 项目

  • GinAR⭐ 98Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing
  • DSformer⭐ 80Code for our CIKM'23 paper DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction
  • MGSFformer⭐ 73Code for our Information Fusion paper MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction
  • Dynamic-ensemble-learning⭐ 32Dynamic ensemble learning based on RL and multi-objective optimization. Deep reinforcement learning and NSGA2 are combined to realize dynamic ensemble learning.
  • Multi-objective-Ensemble⭐ 27multi-objective optimization, single-objective optimization and reinforcement learning in the field of ensemble learning and time series prediction.
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