Yuqing Wang

Cultural Factors Influencing International Collaborative Software Engineering Education in China

2017

Software engineering (SE) is a rapidly developing international discipline that requires up-to-date knowledge and skills. The need for well-educated professional software engineers is increasing globally. In China, universities are opening opportunities for collaboration and building …

Why Do Deep Residual Networks Generalize Better than Deep Feedforward Networks? -- A Neural Tangent Kernel Perspective

2020 · arXiv (Cornell University)

Deep residual networks (ResNets) have demonstrated better generalization performance than deep feedforward networks (FFNets). However, the theory behind such a phenomenon is still largely unknown. This paper studies this fundamental problem in deep learning from …

Ultra-Short-Term Power Forecasting for Distributed PV based on Multi-Source Remote Sensing Information and Adaptive Feature Extraction

2024

The lack of meteorological data for distributed photovoltaic (DPV) makes it impossible to incorporate meteorological information sources highly related to PV output into power forecasting model, which limits the further improvement of forecasting accuracy. Therefore, …