Publications (4)
Improve Object Detection by Data Enhancement based on Generative Adversarial Nets
Wei Jiang, Na Ying
The accuracy of the object detection model depends on whether the anchor boxes effectively trained. Because of the small number of GT boxes or object target is invariant in the tra…
Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions
Jing Xu, Shuo Wang, Na Ying +5
Air quality prediction is a typical spatio-temporal modeling problem, which always uses different components to handle spatial and temporal dependencies in complex systems separate…
Eigen Microstates and Their Evolution of Global Ozone at Different Geopotential Heights
Xiaojie Chen, Na Ying, Dean Chen +4
Studies on stratospheric ozone have attracted much attention due to its serious impacts on climate changes and its important role as a tracer of Earth's global circulation. Troposp…
Network approach reveals the spatiotemporal influence of traffic to air pollution under the COVID-19
Weiping Wang, Saini Yang, Kai Yin +3
Air pollution causes widespread environmental and health problems and severely hinders the life quality of urban residents. Traffic is a critical for human life and its emissions a…