Naiyu Wang

A Practical Cross-Device Federated Learning Framework over 5G Networks

2022 · arXiv (Cornell University)

The concept of federated learning (FL) was first proposed by Google in 2016. Thereafter, FL has been widely studied for the feasibility of application in various fields due to its potential to make full use …

Real-Time, Crowdsourcing-Enhanced Forecasting of Building Functionality During Urban Floods

2026 · Computer-Aided Civil and Infrastructure Engineering

Urban flood emergency response increasingly relies on infrastructure impact forecasts rather than hazard variables alone. However, real-time predictions are unreliable due to biased rainfall, incomplete flood knowledge, and sparse observations. Conventional open-loop forecasting propagates impacts …