Wei Yu

Processing geo-dispersed big data in an advanced mapreduce framework

2015 · IEEE Network

Big data has emerged as a new era of information generation and processing. Big data applications are expected to provide a lot of benefits and convenience to our lives. Cloud computing is a popular infrastructure …

A strategy-proof privacy-preserving double auction mechanism for electrical vehicles demand response in microgrids

2017

In this paper, we address the problem of demand response of electrical vehicles (EVs) during microgrid outages in the smart grid through the application of Vehicle-to-Grid (V2G) technology. Particularly, we present a novel privacy-preserving double …

Communication Efficient Federated Learning Based on Combination of Structural Sparsification and Hybrid Quantization Sensing

2023

Federated learning obtains the global model through the cooperative training of each participating device while protecting data privacy. However, the huge communication cost caused by each client sending complete model update becomes an important problem …

Joint Input and Output Coordination for Class-Incremental Learning

2024 · arXiv (Cornell University)

Incremental learning is nontrivial due to severe catastrophic forgetting. Although storing a small amount of data on old tasks during incremental learning is a feasible solution, current strategies still do not 1) adequately address the …

Research on Intelligent System of English Communication Aid Software Based on Speech Recognition

2024

This paper aims to explore an innovative English communication aid software intelligent system that utilizes advanced speech recognition technology to improve the accuracy and efficiency of non-native speakers in English communication. The research focuses on …