Xianzhi Wang

A New Paradigm of Software Service Engineering in the Era of Big Data and Big Service

2016 · arXiv (Cornell University)

Servitization is one of the most significant trends that reshapes the information world and society in recent years. The requirement of collecting,storing, processing, and sharing of the Big Data has led to massive software resources …

Spectrum-Guided Adversarial Disparity Learning

2020

It has been a significant challenge to portray intraclass disparity precisely in the area of activity recognition, as it requires a robust representation of the correlation between subject-specific variation for each activity class. In this …

Multi-center federated learning: clients clustering for better personalization

2022 · World Wide Web

Abstract Personalized decision-making can be implemented in a Federated learning (FL) framework that can collaboratively train a decision model by extracting knowledge across intelligent clients, e.g. smartphones or enterprises. FL can mitigate the data privacy …