6 citations · 17 across the 7 of their papers we have counts for
7 papers
An End-to-End Vehicle Trajcetory Prediction Framework
Fuad Hasan, Hailong Huang
Anticipating the motion of neighboring vehicles is crucial for autonomous driving, especially on congested highways where even slight motion variations can result in catastrophic c…
Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey
Harrison Kurunathan, Hailong Huang, Kai Li +2
The ongoing amalgamation of UAV and ML techniques is creating a significant synergy and empowering UAVs with unprecedented intelligence and autonomy. This survey aims to provide a…
Navigation of a UAV Equipped with a Reconfigurable Intelligent Surface for LoS Wireless Communication with a Ground Vehicle
Mohsen Eskandari, Hailong Huang, Andrey V. Savkin +1
Unmanned aerial vehicles (UAVs) have been successfully adopted to enhance the flexibility and robustness of wireless communication networks. And recently, the reconfigurable intell…
A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification
Guang Liu, Hailong Huang, Yuzhao Mao +3
Data augmentation (DA) aims to generate constrained and diversified data to improve classifiers in Low-Resource Classification (LRC). Previous studies mostly use a fine-tuned Langu…
Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup
Guang Liu, Yuzhao Mao, Hailong Huang +2
Mixup is a recent regularizer for current deep classification networks. Through training a neural network on convex combinations of pairs of examples and their labels, it imposes l…
Performance Improvement by Introducing Mobility in Wireless Communication Networks
Hailong Huang
Communication technology is a major contributor to our lifestyles. Improving the performance of communication system brings with various benefits to human beings. This report cover…
Optimized Deployment of Autonomous Drones to Improve User Experience in Cellular Networks
Hailong Huang, Andrey V. Savkin, Ming Ding +1
Modern wireless traffic demand pushes Internet Service Providers to develop effective strategies to improve user experience. Since deploying dense Base Stations (BSs) is not cost e…