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Fengyu Wang

4 accepted papers

2023

Scalable Multi-Task Semantic Communication System with Feature Importance Ranking

ICASSP 2023accepted

Semantic communications are expected to be an innovative solution to the emerging intelligent applications in the era of connected intelligence. In this paper, a novel scalable multi-task semantic communication system with feature importance ranking (SMSC-FIR) is explored. Firstly, the multi-task co…

Cited by 0SourceScholar
2022

bert2BERT: Towards Reusable Pretrained Language Models

ACL 2022long

In recent years, researchers tend to pre-train ever-larger language models to explore the upper limit of deep models. However, large language model pre-training costs intensive computational resources, and most of the models are trained from scratch without reusing the existing pre-trained models, w…

Cited by 86SourcePDFScholar
2021

Radio Frequency Based Heart Rate Variability Monitoring

ICASSP 2021accepted

Heart Rate Variability (HRV), which measures the fluctuation of heartbeat intervals, has been considered as an important indicator for general health evaluation. In this paper, we present mmHRV, a contact-free HRV monitoring system using commercial millimeter-wave (mmWave) radio. We devise a heartbe…

Cited by 0SourceScholar
2020

ViMo: Vital Sign Monitoring Using Commodity Millimeter Wave Radio

ICASSP 2020accepted

Accurate monitoring of human vital signs (e.g. breathing and heart rates) is crucial in detecting medical problems. In this paper, we propose ViMo, a calibration-free remote Vital sign Monitoring system that can simultaneously monitor multiple users by leveraging the channel impulse response (CIR) o…

Cited by 0SourceScholar