Research Projects

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
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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