Panfei Yang
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View article: KECO: toward efficient task offloading in mobile edge computing with federated knowledge distillation
KECO: toward efficient task offloading in mobile edge computing with federated knowledge distillation Open
With the diversification and personalization of mobile user demands, as well as the rapid development of distributed computing technology, leveraging mobile edge computing task offloading to provide users with convenient services has becom…
View article: Effectiveness of the WeChat-based mini-program (“Sober Time ACT”) on individuals with hazardous drinking in China: a randomized controlled trial
Effectiveness of the WeChat-based mini-program (“Sober Time ACT”) on individuals with hazardous drinking in China: a randomized controlled trial Open
The study was registered on ClinicalTrials.gov (NCT05827822) in March 2023.
View article: Distributed Unmanned Aerial Vehicle Cluster Testing Method Based on Deep Reinforcement Learning
Distributed Unmanned Aerial Vehicle Cluster Testing Method Based on Deep Reinforcement Learning Open
In the process of the collaborative work of Unmanned Aerial Vehicle (UAV) clusters, the cluster communication node test is often carried out by a single-node test, which leads to poor topology and robustness of the overall network system, …
View article: Smooth Guided Adversarial Fully Test-Time Adaptation
Smooth Guided Adversarial Fully Test-Time Adaptation Open
Fully test-time adaptation (FTTA) refers to a specific type of domain adaptation that involves adjusting a pre-trained machine learning model to work with a new target domain, without accessing any data from the source domain. The lack of …
View article: Optimizing Insulator Defect Detection with Improved DETR Models
Optimizing Insulator Defect Detection with Improved DETR Models Open
With the increasing demand for electricity, the power grid is undergoing significant advancements. Insulators, which serve as protective devices for transmission lines in outdoor high-altitude power systems, are widely employed. However, t…
View article: An Empirical Investigation of the “Mezzogiorno Trap” in China’s Agricultural Economy: Insights from Data Envelopment Analysis (2015–2021)
An Empirical Investigation of the “Mezzogiorno Trap” in China’s Agricultural Economy: Insights from Data Envelopment Analysis (2015–2021) Open
Reducing regional inequality is one of the seventeen Sustainable Development Goals (SDGs) established by the United Nations. However, a persistent regional disparity known as the “Mezzogiorno Trap” presents a significant challenge. The und…