Wi-Pulmo: Commodity WiFi Can Capture Your Pulmonary Function Without Mouth Clinging

P Zhao, J Huang, X Zhang, Z Liu, H Yan… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Pulmonary function testing is a crucial examination for respiratory diseases. Current medical
spirometers are bulky and inconvenient, while available portable spirometers are extremely …

FacialPulse: An Efficient RNN-based Depression Detection via Temporal Facial Landmarks

R Wang, J Huang, J Zhang, X Liu, X Zhang… - Proceedings of the …, 2024 - dl.acm.org
Depression is a prevalent mental health disorder that significantly impacts individuals' lives
and well-being. Early detection and intervention are crucial for effective treatment and …

Robust Decentralized Learning with Local Updates and Gradient Tracking

S Ghiasvand, A Reisizadeh, M Alizadeh… - arXiv preprint arXiv …, 2024 - arxiv.org
As distributed learning applications such as Federated Learning, the Internet of Things (IoT),
and Edge Computing grow, it is critical to address the shortcomings of such technologies …

Accelerating End-Cloud Collaborative Inference via Near Bubble-free Pipeline Optimization

L Gao, J Liu, H Xu, S Xu, Q Ma, L Huang - arXiv preprint arXiv:2501.12388, 2024 - arxiv.org
End-cloud collaboration offers a promising strategy to enhance the Quality of Service (QoS)
in DNN inference by offloading portions of the inference workload from end devices to cloud …

Prior Knowledge Distillation Network for Face Super-Resolution

Q Yang, X Sun, X Li, FQ Cui, YT Guo, SZ Hu… - arXiv preprint arXiv …, 2024 - arxiv.org
The purpose of face super-resolution (FSR) is to reconstruct high-resolution (HR) face
images from low-resolution (LR) inputs. With the continuous advancement of deep learning …

How to Promote Data Sharing of Financial Service Providers Based on Federated Learning Technology

H Tang - Information Resources Management Journal (IRMJ), 2024 - igi-global.com
Data sharing between financial service providers (FSPs) can promote the reduction of
financial risks, but the reality is that the FSPs may be unwilling to share data with each other …