Cheng, Yunyao

1. Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
   2024/02/04 by Peng Chen, Yingying Zhang, Chen, Peng +13 · 40 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
2. Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning
   2024/10/22 by Zhao, Kai, Zhuang, Zhihao, Guo, Chenjuan +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Gaussian Process Latent Variable Modeling for Few-shot Time Series Forecasting
   2022/12/20 by Yunyao Cheng, Chenjuan Guo, Cheng, Yunyao +15 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
4. Conditional Lagrangian Wasserstein Flow for Time Series Imputation
   2024/10/10 by Qian, Weizhu, Zhang, Dalin, Zhao, Yan +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification
   2025/04/14 by Yuxuan Chen, Shanshan Huang, Chen, Yuxuan +15 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting