Chengqing Yu
AdvancedI am an Assistant Professor at the Institute of Computing Technology, CAS. My research interests include deep learning, time series and reinforcement Learning
Dynamic-ensemble-learning. Dynamic ensemble learning based on RL and multi-objective optimization. Deep reinforcement learning and NSGA2 are combined to realize dynamic ensemble learning.
32Multi-objective-Ensemble. multi-objective optimization, single-objective optimization and reinforcement learning in the field of ensemble learning and time series prediction.
27Merlin. Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Missing Rates
21GAT-Informer. This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.
20MRIformer. The main code of our proposed multi-resolution interactive transformer
11MTS_dataset. This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.
11BasicTS. A Standard and Fair Time Series Forecasting Benchmark and Toolkit.
11TFEformer. Code of our proposed temporal frequency ensemble transformer
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