IEEE

Transfer Learning With Spatial–Temporal Graph Convolutional Network for Traffic Prediction

Abstract: Accurate spatial-temporal traffic modeling and prediction play an important role in intelligent transportation systems (ITS). Recently, various deep learning methods such as graph ...
Purdue University

Purdue University in Indianapolis

Our new expansion to Indianapolis is preparing career-ready students for the jobs of tomorrow. Strong industry partnerships accelerate hands-on learning opportunities, internships and co-ops. We’re ...
IEEE

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models – Federated Learning in Age of Foundation Model

Abstract: Quick global aggregation of effective distributed parameters is crucial to federated learning (FL), which requires adequate bandwidth for parameters communication and sufficient user data ...