59 citations · 67 across the 6 of their papers we have counts for
7 papers
Integrated Prediction and Distributionally Robust Optimization for Air Traffic Management
Haochen Wu, Xinting Zhu, Lishuai Li +1
Strategic Traffic Management Initiatives (TMIs) such as Ground Delay Programs (GDPs) play a crucial role in mitigating operational costs associated with air traffic demand-capacity…
Embodied Crowd Counting
Runling Long, Yunlong Wang, Jia Wan +5
Occlusion is one of the fundamental challenges in crowd counting. In the community, various data-driven approaches have been developed to address this issue, yet their effectivenes…
Learning Satellite Pattern-of-Life Identification: A Diffusion-based Approach
Yongchao Ye, Xinting Zhu, Xuejin Shen +3
As Earth's orbital satellite population grows exponentially, effective space situational awareness becomes critical for collision prevention and sustainable operations. Current app…
Distributionally Robust Ground Delay Programs with Learning-Driven Airport Capacity Predictions
Haochen Wu, Xinting Zhu, Shuchang Li +3
Strategic Traffic Management Initiatives (TMIs) such as Ground Delay Programs (GDPs) play a crucial role in mitigating operational costs associated with demand-capacity imbalances.…
Multi-Graph Convolutional-Recurrent Neural Network (MGC-RNN) for Short-Term Forecasting of Transit Passenger Flow
Yuxin He, Lishuai Li, Xinting Zhu +1
Short-term forecasting of passenger flow is critical for transit management and crowd regulation. Spatial dependencies, temporal dependencies, inter-station correlations driven by…
Data-driven Method for Estimating Aircraft Mass from Quick Access Recorder using Aircraft Dynamics and Multilayer Perceptron Neural Network
Xinyu He, Fang He, Xinting Zhu +1
Accurate aircraft-mass estimation is critical to airlines from the safety-management and performance-optimization viewpoints. Overloading an aircraft with passengers and baggage mi…
Flight Time Prediction for Fuel Loading Decisions with a Deep Learning Approach
Xinting Zhu, Lishuai Li
Under increasing economic and environmental pressure, airlines are constantly seeking new technologies and optimizing flight operations to reduce fuel consumption. However, the cur…