Výsledky vyhledávání - "masked graph autoencoder"

RARE: Robust Masked Graph Autoencoder Autor Tu, Wenxuan, Liao, Qing, Zhou, Sihang, Peng, Xin, Ma, Chuan, Liu, Zhe, Liu, Xinwang, Cai, Zhiping, He, Kunlun

“…Masked graph autoencoder (MGAE) has emerged as a promising self-supervised graph pre-training (SGP…”
Získat plný text

Self-Supervised Masked Graph Autoencoder for Hyperspectral Anomaly Detection Autor Tu, Bing, He, Baoliang, He, Yan, Zhou, Tao, Liu, Bo, Li, Jun, Plaza, Antonio

“… To address these issues, this paper proposes a self-supervised Masked Graph AutoEncoder (MGAE) for hyperspectral anomaly detection…”
Získat plný text

DPMGCDA: Deciphering circRNA-Drug Sensitivity Associations with Dual Perspective Learning and Path-Masked Graph Autoencoder Autor Luo, Yue, Deng, Lei

“… To address this challenge, we propose a computational framework termed DPMGCDA leveraging dual perspective learning and path-masked graph autoencoder to predict circRNA-drug sensitivity associations…”
Zjistit podrobnosti o přístupu

Assessing citation appropriateness through masked graph autoencoder Autor Avros, Renata, Volkovich, Zeev

“… Applying a Masked Graph Autoencoder, the approach learns expected citation patterns by iteratively masking and reconstructing network edges…”
Získat plný text

Masked Graph Autoencoder for Self‐Supervised Transportation Mode Recognition Autor Zeng, Ziyi, Wang, Guanwen, Zhang, Yifan, Guan, Qingfeng, Yu, Wenhao

“…ABSTRACT Transportation mode recognition reveals the traveling patterns of urban residents and plays an important role in travel analysis and city planning…”
Získat plný text

Masked graph autoencoder-based multi-agent dynamic relational inference model for trajectory prediction Autor Zhao, Fuyuan, Cao, Xiangang, Zhao, Jiangbin, Duan, Yong, Yang, Xin, Zhang, Xinyuan

“… the accuracy of trajectory prediction. Therefore, a masked graph autoencoder-based multi-agent dynamic relational inference (MGAE-MDRI…”
Získat plný text

Redundancy-aware masked graph autoencoder for overlapping community detection in attributed networks Autor Xie, Hongkai, Ying, Xinyi, Wang, Xiaofeng, Qi, Yuanyuan, Chen, Wei, Huang, Xiaofeng, Jiang, Junzheng, Quan, Daying

“… to suboptimal community assignments. To address these issues, we propose an unsupervised overlapping community detection framework based on a redundancy-aware masked graph autoencoder (RMGAE…”
Získat plný text

Unsupervised wear detection for abrasive tools using audio features and dual-masked graph autoencoder Autor Shi, Shuangjin, Tang, Lili, Tian, Hui, Huang, Hui, Chang, Ching-Chun, Chang, Chin-Chen

“… To address this problem, this paper presents a novel unsupervised approach for abrasive tool wear detection, leveraging audio-cepstral features and a dual-masked graph autoencoder, marking the first…”
Získat plný text

Prediction of Potential miRNA-Disease Associations Based on a Masked Graph Autoencoder Autor Feng, Hailin, Ke, Chenchen, Zou, Quan, Zhu, Zhechen, Liu, Tongcun

“…Biomedical evidence has demonstrated the relevance of microRNA (miRNA) dysregulation in complex human diseases, and determining the relationship between miRNAs…”
Získat plný text

Pre-LogMGAE: Identification of Log Anomalies Using a Pre-Trained Masked Graph Autoencoder Autor Wu, Aming, Kwon, Young-Woo

“… various domains within a system. To address these challenges, this paper proposes Pre-LogMGAE, a universal masked graph autoencoder (GAE…”
Získat plný text

SMAE: A Split Masked Graph Autoencoder Autor Wang, Ruiting, Zuo, Enguang, Chen, Chen, Chen, Cheng, Yan, Junyi, Zhong, Jie, Yan, Ziwei, Lv, Xiaoyi

“…Autoencoders, as a generative self-supervised learning, have received more and more attention in recent years in image, video, and other media-related…”
Získat plný text

MKAN-MMI: empowering traditional medicine-microbe interaction prediction with masked graph autoencoders and KANs Autor Ye, Sheng, Wang, Jue, Zhu, Mingmin, Yuan, Sisi, Zhuo, Linlin, Chen, Tiancong, Gao, Jinjian

“… To address these limitations, we integrate Kolmogorov-Arnold Networks (KANs), independent subspaces, and collaborative decoding techniques into the masked graph autoencoder (Mask GAE…”
Získat plný text

MGDMCL: A multi-omics integration framework based on masked graph dynamic learning and multi-granularity feature contrastive learning for biomedical classification Autor Chen, Wengxiang, Qiu, Hang

“…•A novel multi-omics integration framework termed MGDMCL is introduced.•Proposed a masked graph dynamic learning method to obtain omics-specific feature…”
Získat plný text

RARE: Robust Masked Graph Autoencoder Autor Tu, Wenxuan, Liao, Qing, Zhou, Sihang, Peng, Xin, Ma, Chuan, Liu, Zhe, Liu, Xinwang, Cai, Zhiping

“…Masked graph autoencoder (MGAE) has emerged as a promising self-supervised graph pre-training (SGP…”
Získat plný text

Masked Graph Autoencoder with Non-discrete Bandwidths Autor Zhao, Ziwen, Li, Yuhua, Zou, Yixiong, Tang, Jiliang, Li, Ruixuan

“…Masked graph autoencoders have emerged as a powerful graph self-supervised learning method that has yet to be fully explored…”
Získat plný text

Dimensionality Reduction and Denoising of Spatial Transcriptomics Data Using Dual-Channel Masked Graph Autoencoder Autor Min, Wenwen, Fang, Donghai, Chen, Jinyu, Zhang, Shihua

“…Recent advances in spatial transcriptomics (ST) technology allow researchers to comprehensively measure gene expression patterns at the level of individual…”
Získat plný text

CMGAE: Enhancing Graph Masked Autoencoders through the Use of Contrastive Learning Autor Yang, Weiwu, Zhou, Liang

“… Among these techniques, the masked graph autoencoder, underpinned by a generative approach, has advanced significantly by leveraging an autoencoder structure to reconstruct randomly masked node features or structures…”
Získat plný text

SPMGAE: Self-purified masked graph autoencoders release robust expression power Autor Song, Shuhan, Li, Ping, Dun, Ming, Zhang, Yuan, Cao, Huawei, Ye, Xiaochun

“… (NLP), masked graph autoencoders (MGAEs) are gaining popularity in the generative genre…”
Získat plný text

Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features Autor Yu, Wenhao, Huang, Mengqiu, Wu, Shangyou, Zhang, Yifan

“…•Both spatial and temporal features of roads are integrated for link anomaly detection;•Graph masking operation is introduced to improve the graph learning of…”
Získat plný text

DER-GCN: Dialog and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialog Emotion Recognition Autor Ai, Wei, Shou, Yuntao, Meng, Tao, Li, Keqin

“…With the continuous development of deep learning (DL), the task of multimodal dialog emotion recognition (MDER) has recently received extensive research…”
Získat plný text