Výsledky vyhledávání - "Variational Graph Autoencoder"

Identification of microbe–disease signed associations via multi-scale variational graph autoencoder based on signed message propagation Autor Zhu, Huan, Hao, Hongxia, Yu, Liang

“…Background Plenty of clinical and biomedical research has unequivocally highlighted the tremendous significance of the human microbiome in relation to human…”
Získat plný text

Identifying disease-related microbes based on multi-scale variational graph autoencoder embedding Wasserstein distance Autor Zhu, Huan, Hao, Hongxia, Yu, Liang

“… Results In this work, we proposed a novel framework, Multi-scale Variational Graph AutoEncoder embedding Wasserstein distance (MVGAEW…”
Získat plný text

VGAE-CCI: variational graph autoencoder-based construction of 3D spatial cell–cell communication network Autor Zhang, Tianjiao, Zhang, Xiang, Wu, Zhenao, Ren, Jixiang, Zhao, Zhongqian, Zhang, Hongfei, Wang, Guohua, Wang, Tao

“…Abstract Cell–cell communication plays a critical role in maintaining normal biological functions, regulating development and differentiation, and controlling…”
Získat plný text

Importance weighted variational graph autoencoder Autor Tao, Yuhao, Guo, Lin, Zhao, Shuchang, Zhang, Shiqing

“…Variational Graph Autoencoder (VGAE) is a widely explored model for learning the distribution of graph data…”
Získat plný text

Self-Supervised Variational Graph Autoencoder for System-Level Anomaly Detection Autor Zhang, Le, Cheng, Wei, Xing, Ji, Chen, Xuefeng, Nie, Zelin, Zhang, Shuo, Hong, Junying, Xu, Zhao

“… However, most industrial scenarios are without graphs. Hence, a self-supervised variational graph autoencoders (SS-VGAE) method is proposed…”
Získat plný text

Epitomic Variational Graph Autoencoder Autor Khan, Rayyan Ahmad, Anwaar, Muhammad Umer, Kleinsteuber, Martin

“… As variational graph autoencoder (VGAE) extends VAE for graph-structured data, it inherits the over-pruning problem…”
Získat plný text

Gene knockout inference with variational graph autoencoder learning single-cell gene regulatory networks Autor Yang, Yongjian, Li, Guanxun, Zhong, Yan, Xu, Qian, Chen, Bo-Jia, Lin, Yu-Te, Chapkin, Robert S, Cai, James J

“… and scalable framework for gene function studies. To achieve this goal, GenKI adapts a variational graph autoencoder (VGAE…”
Získat plný text

Predicting Protein-Protein Interactions Using Sequence and Network Information via Variational Graph Autoencoder Autor Luo, Xin, Wang, Liwei, Hu, Pengwei, Hu, Lun

“… To overcome this problem, a novel PPI prediction algorithm, namely PASNVGA, is proposed in this work by combining the sequence and network information of proteins via variational graph autoencoder…”
Získat plný text

Variational graph autoencoder-driven balancing strategy for multimodal multi-objective optimization Autor Yang, Lei, Zhang, Erlei, Dang, Qianlong

“… Therefore, this paper proposes a multimodal multi-objective evolutionary algorithm driven by variational graph autoencoder (VGAE…”
Získat plný text

MAVGAE: a multimodal framework for predicting asymmetric drug-drug interactions based on variational graph autoencoder Autor Deng, Zengqian, Xu, Jie, Feng, Yinfei, Dong, Liangcheng, Zhang, Yuanyuan

“…Drug-drug interactions refer to the phenomena wherein the potency, duration, or effectiveness of one or multiple drugs undergo alterations of varying degrees…”
Získat plný text

VIGA: A variational graph autoencoder model to infer user interest representations for recommendation Autor Gan, Mingxin, Zhang, Hang

“…Learning representations of both user interests and item characteristics is essentially important for recommendation tasks. Although graph neural network-based…”
Získat plný text

Dual stream fusion link prediction for sparse graph based on variational graph autoencoder and pairwise learning Autor Li, Xun, Cai, Hongyun, Feng, Chuan, Zhao, Ao

“… To address these issues, this paper proposes a novel link prediction method for sparse graphs based on variational graph autoencoder and pairwise learning…”
Získat plný text

Camouflaged Variational Graph AutoEncoder Against Attribute Inference Attacks for Cross-Domain Recommendation Autor Xiong, Yudi, Guo, Yongxin, Pan, Weike, Yang, Qiang, Ming, Zhong, Zhang, Xiaojin, Han, Yu, Lin, Tao, Tang, Xiaoying

“…Cross-domain recommendation (CDR) aims to alleviate the data sparsity problem by leveraging the benefits of modeling two domains. However, existing research…”
Získat plný text

Adversarial Attention-Based Variational Graph Autoencoder Autor Weng, Ziqiang, Zhang, Weiyu, Dou, Wei

“… graph embedding performance. In this paper, we propose the adversarial attention variational graph autoencoder (AAVGA…”
Získat plný text

PathVGAE: a path-based variational graph autoencoder for learning to rank roads Autor Wagner, Christopher, Alizadeh, Danial, Dodge, Somayeh

Získat plný text

Variational graph autoencoder for reconstructed transcriptomic data associated with NLRP3 mediated pyroptosis in periodontitis Autor Yadalam, Pradeep K., Natarajan, Prabhu Manickam, Ardila, Carlos M.

“… This study evaluates the efficacy of Variational Graph Autoencoders (VGAEs) in reconstructing gene data related to NLRP3-mediated pyroptosis in periodontitis…”
Získat plný text

MODAPro: Explainable Heterogeneous Networks with Variational Graph Autoencoder for Mining Disease-Specific Functional Molecules and Pathways from Omics Data Autor Zhao, Jinhui, He, Jiarui, Guan, Pengwei, Bao, Han, Zhao, Xinjie, Zhao, Chunxia, Qin, Wangshu, Lu, Xin, Xu, Guowang

“… To address these critical limitations, we introduce MODAPro, a biologically informed deep learning framework that synergistically integrates variational graph autoencoders (VAE…”
Zjistit podrobnosti o přístupu

Optimizing Variational Graph Autoencoder for Community Detection with Dual Optimization Autor Choong, Jun Jin, Liu, Xin, Murata, Tsuyoshi

“…Variational Graph Autoencoder (VGAE) has recently gained traction for learning representations on graphs…”
Získat plný text

A Variational Graph Autoencoder Aided Canonical Correlation Analysis-Based Online Abnormal Patterns Detection Method for Buildings HVAC Systems Autor Pan, Xiaogang, Deng, Qiao, Jiao, Yuanyuan, Chen, Zhiwen

“…Heating, Ventilation, and Air Conditioning (HVAC) systems have become essential components of contemporary life, extensively employed in commercial and…”
Získat plný text

A ^VGAE: An Attribute-Augmented Adversarial Variational Graph Autoencoder for Link Prediction Autor Pan, Zhihong, Zhong, Zhijie, Wei, Lingling, Lin, Yunxuan, Li, Weisheng, Lin, Ronghua, Tang, Yong

“… variational graph autoencoder (A<inline-formula><tex-math notation="LaTeX">{}^{3}</tex-math></inline-formula>VGAE), which can effectively solve the above two problems…”
Získat plný text