Representative Work

Safe and Efficient Spatiotemporal Forecasting

• Yang, Yang, Jin Lang, Jian Wu, Yanyan Zhang, Lijie Su, and Xiangman Song. “Wind speed forecasting with correlation network pruning and augmentation: A two-phase deep learning method.” Renewable Energy 198 (2022): 267-282. Full text available at https://doi.org/10.1016/j.renene.2022.07.125.
  The academic version has been Open sourced, please email me for the commercial version.

  Add Learning to Control in Intelligent Manufacturing

• Yang, Yang, Jian Wu, Xiangman Song, Derun Wu, Lijie Su., Lixin Tang. “ Data-driven Quasi-Convex Method for Hit Rate Optimization of Process Product Quality”. (Under Review, Journal of Industrial Information Integration) Preprint. To be open sourced (preparing).

  Feature Engineering in Dynamic Topic Modeling

• Yang, Yang, et al., Self-supervised dynamic topic model with bi-level optimization. (Preprint is preparing) To be open sourced (preparing).