Xiaoyuan Cheng
- Learning Chaos In A Linear Way
2025/03/18 by Xiaoliang Cheng, Xiaoyuan Cheng, Yi He +16 · 1 voice · 7 citations
Computer Science · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Evolutionary Algorithms and Applications #FOS: Physical sciences #nlin.CD
- Times Series Forecasting for Urban Building Energy Consumption Based on Graph Convolutional Network
2021/05/27 by Yuqing Hu, Xiaoyuan Cheng, Hu, Yuqing +9 · 1 citation
Computer Science · Engineering · #Building Energy and Comfort Optimization #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #cs.LG
- Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction
2025/04/29 by Yi Zhou He, Yi He, Yiming Yang +14 · 1 voice · 3 citations
Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Quantum chaos and dynamical systems #Quantum many-body systems #nlin.CD
- From Deterministic to Generative Deep Learning for Urban Air Quality Reconstruction from Sparse Observations
2026/07/28 by Abhishek A. Sabnis, Mihai Mitrea, Lya Lugon +5
Computer Science · #cs.LG #cs.AI