Search Results - "Qu, Zhihao"

A Learning-Based Incentive Mechanism for Federated Learning by Zhan, Yufeng, Li, Peng, Qu, Zhihao, Zeng, Deze, Guo, Song

“…Internet of Things (IoT) generates large amounts of data at the network edge. Machine learning models are often built on these data, to enable the detection,…”
Get full text

Au nanoparticles loaded Zn2SnO4-SnO2-ZnO cubes for detecting triethylamine with enhanced response by Liu, Hang, Tian, Siye, Liu, Yanchang, Liu, Junlong, Qu, Zhihao, Zhang, Yuhong

“…In this paper, Zn 2 SnO 4 -SnO 2 -ZnO (ZSO) cubic nanomaterials are prepared by a hydrothermal method, and then ZSO composites with Au nanoparticles are…”
Get full text

The Regulatory effect of chlorogenic acid on gut-brain function and its mechanism: A systematic review by Zeng, Li, Xiang, Rong, Fu, Chunyan, Qu, Zhihao, Liu, Changwei

“…Chlorogenic acid (CGA) is a phenolic compound that is widely distributed in honeysuckle, Eucommia, fruits and vegetables. It has various biological functions,…”
Get full text

Natural products and skeletal muscle health by Qu, Zhihao, Zhou, Shiyu, Li, Penghui, Liu, Changwei, Yuan, Bin, Zhang, Sheng, Liu, Ailing

“…Skeletal muscle (SkM) is essential for body movement, energy metabolism, and material metabolism, and directly influences the quality of human life. Aging,…”
Get full text

EEG Emotion Recognition Based on Temporal and Spatial Features of Sensitive signals by Qu, Zhihao, Zheng, Xiujuan

“…Currently, there are some problems in the electrocorticogram (EEG) emotion recognition research, such as single feature, redundant signal, which make it…”
Get full text

Network Coding Approaches for Distributed Computation over Lossy Wireless Networks by Fan, Bin, Tang, Bin, Qu, Zhihao, Ye, Baoliu

“…In wireless distributed computing systems, worker nodes connect to a master node wirelessly and perform large-scale computational tasks that are parallelized…”
Get full text

A bidirectional DNN partition mechanism for efficient pipeline parallel training in cloud by Cui, Lingyun, Qu, Zhihao, Zhang, Guomin, Tang, Bin, Ye, Baoliu

“…Recently, deep neural networks (DNNs) have shown great promise in many fields while their parameter sizes are rapidly expanding. To break through the…”
Get full text

Advances in the Antagonism of Epigallocatechin-3-gallate in the Treatment of Digestive Tract Tumors by Liu, Changwei, Li, Penghui, Qu, Zhihao, Xiong, Wei, Liu, Ailing, Zhang, Sheng

“…Due to changes in the dietary structure of individuals, the incidence of digestive tract tumors has increased significantly in recent years, causing a serious…”
Get full text

Feeding the microbiota–gut–brain axis: Nucleotides and their role in early life by Qu, Zhihao, Tian, Peijun, Zhao, Jianxin, Wang, Gang, Chen, Wei

“…Abstract Nucleotides ingested from breast milk and complementary foods during infancy play a vital role in the development of the immune and nervous system, as…”
Get full text

Pitting Judgment Model Based on Machine Learning and Feature Optimization Methods by Qu, Zhihao, Tang, Dezhi, Wang, Zhu, Li, Xiaqiao, Chen, Hongjian, Lv, Yao

“…Pitting corrosion seriously harms the service life of oil field gathering and transportation pipelines, which is an important subject of corrosion prevention…”
Get full text

Corrigendum: Pitting judgment model based on machine learning and feature optimization methods by Qu, Zhihao, Tang, Dezhi, Wang, Zhu, Li, Xiaqiao, Chen, Hongjian, Lv, Yao

Get full text

Topologically enhanced nonlinear optical response of graphene nanoribbon heterojunctions by Deng, Hanying, Qu, Zhihao, He, Yingji, Huang, Changming, Panoiu, Nicolae C., Ye, Fangwei

“…We study the nonlinear optical properties of heterojunctions made of graphene nanoribbons (GNRs) consisting of two segments with either the same or different…”
Get full text

Formation and Evolution of the Corrosion Scales on Super 13Cr Stainless Steel in a Formate Completion Fluid With Aggressive Substances by Yue, Xiaoqi, Huang, Luyao, Qu, Zhihao, Yang, Zhile, Zhang, Lei, Hua, Yong

“…The formation and evolution of the corrosion scales on the super 13Cr stainless steel (SS) surface after exposure in a formate completion fluid with the…”
Get full text

Energy-Aware Cost-Effective Cooperative Mobile Streaming on Smartphones over Hybrid Wireless Networks by Qu, Zhihao, Ye, Baoliu, Tang, Bin, Lu, Sanglu, Guo, Song

“…The ever-increasing demands on mobile streaming over smartphones make the cellular networks always occupied by heavy load under traditional…”
Get full text

Advances in physiological functions and mechanisms of (−)-epicatechin by Qu, Zhihao, Liu, Ailing, Li, Penghui, Liu, Changwei, Xiao, Wenjun, Huang, Jianan, Liu, Zhonghua, Zhang, Sheng

“…(−)-Epicatechin (EC) is a flavanol easily obtained through the diet and is present in tea, cocoa, vegetables, fruits, and cereals. Recent studies have shown…”
Get full text

Adaptive Federated Learning on Non-IID Data With Resource Constraint by Zhang, Jie, Guo, Song, Qu, Zhihao, Zeng, Deze, Zhan, Yufeng, Liu, Qifeng, Akerkar, Rajendra

“…Federated learning (FL) has been widely recognized as a promising approach by enabling individual end-devices to cooperatively train a global model without…”
Get full text

Incentive Mechanism Design for Federated Learning: Challenges and Opportunities by Zhan, Yufeng, Li, Peng, Guo, Song, Qu, Zhihao

“…Federated learning is a new distributed machine learning paradigm that many clients (e.g., mobile devices or organizations) collaboratively train a model under…”
Get full text

FedQClip: Accelerating Federated Learning via Quantized Clipped SGD by Qu, Zhihao, Jia, Ninghui, Ye, Baoliu, Hu, Shihong, Guo, Song

“…Federated Learning (FL) has emerged as a promising technique for collaboratively training machine learning models among multiple participants while preserving…”
Get full text

Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment by Wang, Haozhao, Guo, Song, Qu, Zhihao, Li, Ruixuan, Liu, Ziming

“…Communication has been considered as a major bottleneck in large-scale decentralized training systems since participating nodes iteratively exchange large…”
Get full text

Mechanism, indexes, methods, challenges, and perspectives of edible oil oxidation analysis by Zhang, Yan, Wang, Mengzhu, Zhang, Xuping, Qu, Zhihao, Gao, Yuan, Li, Qi, Yu, Xiuzhu

“…Edible oils are indispensable food components, because they are used for cooking or frying. However, during processing, transport, storage, and consumption,…”
Get full text