Projects

Current

Towards an AI-Empowered Market-Driven Spectrum System with Strategic and Adversarial Users

Sponsored by: National Science Foundation

 

Hierarchical Federated Learning over Highly-Dense and Overlapping NextG Wireless Deployments

Sponsored by: National Science Foundation

 
Wireless InferNets: Enabling Collaborative Machine Learning Inference on the Network Path

Sponsored by: National Science Foundation – CAREER Award [Project Page]

 

Completed

Towards Automated and QoE-driven Machine Learning Model Selection for Edge Inference

Sponsored by: National Science Foundation [Project Page]

 
Towards a Resource Rationing Framework for Wireless Federated Learning

Sponsored by: National Science Foundation

 
Understanding and Combating Adversarial Spectrum Learning towards Spectrum-Efficient Wireless Networking

Sponsored by: National Science Foundation [Project Page]

 

Security-Aware Incentive Mechanism Design for Cooperative Networks

Sponsored by: Army Research Office