Xinwen Zhang

ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment

2018 · arXiv (Cornell University)

Recruitment of appropriate people for certain positions is critical for any companies or organizations. Manually screening to select appropriate candidates from large amounts of resumes can be exhausted and time-consuming. However, there is no public …

PDP-FD: Federated Knowledge Distillation Based on Personalized Differential Privacy

2025

Federated learning (FL) is a privacy-preserving distributed machine learning approach that enables training by exchanging model parameters without uploading local private data. However, the data heterogeneity across clients poses significant challenges in achieving personalized privacy …