-
Article
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily
Graph Neural Networks (GNNs) have achieved remarkable success in diverse real-world applications. Traditional GNNs are designed based on homophily, which leads to poor performance under heterophily scenarios. ...
-
Article
Molecular dynamics simulation and experimental study on the effect of surfactants on the compatibility of P(S-DVB)-SO4/CeO2 composite interface
To improve the interfacial compatibility of core–shell composite abrasive composed of sulfate-modified divinylbenzene crosslinked polystyrene P(S-DVB)-SO4) and CeO2, cetyltrimethylammonium bromide (CTAB), sodium ...
-
Article
Postnatal nighttime light exposure and infant temperament at age 12 months: mediating role of genus Akkermansia
The gut microbiome has been reported to be associated with nighttime light (NTL) exposure and temperament. However, the specific role of infant gut microbiome plays in NTL exposure and temperament is unclear. ...
-
Article
Open AccessThe 50% and 95% effective dose of remimazolam tosilate for anaesthesia induction in sleep disorders patients undergoing laparoscopic cholecystectomy: an up-and-down sequential allocation trial
Previous reports argue that preoperative sleep conditions of patients can influence the dosage of general anaesthesia drugs. Therefore, we aimed to investigate the dose-effect relationship of preoperative slee...
-
Article
Open AccessOxophilic Ce single atoms-triggered active sites reverse for superior alkaline hydrogen evolution
The state-of-the-art alkaline hydrogen evolution catalyst of united ruthenium single atoms and small ruthenium nanoparticles has sparked considerable research interest. However, it remains a serious problem th...
-
Article
Open AccessOptimization of desert lake information extraction from remote sensing images using cellular automata
Desert lakes are important wetland resources in the blown-sand area of western China and play a significant role in maintaining the regional ecological environment. However, large-scale coal mining in recent y...
-
Article
ROS and JA signaling participate in positive regulation of Pyrus betulifolia LysM-containing receptor protein 1 (PbeLYP1) in Valsa canker resistance
Valsa canker, caused by the necrotrophic fungus Valsa species, is one of the most destructive diseases that threatens the development of apple and pear production. The discovery of resistance genes is helpful for...
-
Chapter and Conference Paper
A Multi-granularity Similarity Enhanced Model for Implicit Event Argument Extraction
Implicit Event Argument Extraction (Implicit EAE) aims to extract the document event arguments given the event type. Influenced by the document length, the arguments scattered in different sentences can potent...
-
Article
Open AccessA robust pipeline for ranking carrier frequencies of autosomal recessive and X-linked Mendelian disorders
Single gene disorders are individually rare but collectively common leading causes of neonatal and pediatric morbidity and mortality. Both parents or the mothers of affected individuals with autosomal recessiv...
-
Article
Open AccessThe blood virome of 10,585 individuals from the ChinaMAP
-
Chapter and Conference Paper
Semantics-Guided Disentangled Learning for Recommendation
Although traditional recommendation methods trained on observational interaction information have engendered a significant impact in real-world applications, it is challenging to disentangle users’ true intere...
-
Chapter and Conference Paper
Rural Digital Financial Inclusion and Poverty Reduction: Asymmetry and Performance Evaluation
This paper comprehensively considers the development of digital financial inclusion and rural finance, calculates the rural digital financial inclusion index at the provincial level from 2011 to 2018, and emp...
-
Article
Open AccessAPI-GNN: attribute preserving oriented interactive graph neural network
Attributed graph embedding aims to learn node representation based on the graph topology and node attributes. The current mainstream GNN-based methods learn the representation of the target node by aggregating...
-
Article
Open AccessThe ChinaMAP reference panel for the accurate genotype imputation in Chinese populations
-
Chapter and Conference Paper
Fake News Detection with Heterogenous Deep Graph Convolutional Network
Fake news detection is a challenging problem due to its tremendous real-world political and social impacts. Previous works judged the authenticity of news mainly based on the content of a single news, which is...
-
Chapter
The Analysis Path of Classroom Teacher Behavior Supported by Artificial Intelligence
The analysis of classroom teacher behavior mainly focuses on teacher’s performance in classroom teaching with the aim of exploring the occurrence rule of teaching behavior. Supported by (AI), it is possible ...
-
Chapter and Conference Paper
Knowledge-Based Diverse Feature Transformation for Few-Shot Relation Classification
Few-shot relation classification is to classify novel relations having seen only a few training samples. We find it is unable to learn comprehensive relation features with information deficit caused by the sca...
-
Chapter and Conference Paper
Human-Like Storyteller: A Hierarchical Network with Gated Memory for Visual Storytelling
Different from the visual captioning that describes an image concretely, the visual storytelling aims at generating an imaginative paragraph with a deep understanding of the given image stream. It is more chal...
-
Article
Open AccessRLINK: Deep reinforcement learning for user identity linkage
User identity linkage is a task of recognizing the identities of the same user across different social networks (SN). Previous works tackle this problem via estimating the pairwise similarity between identitie...
-
Article
Correction to: Remodelin, an inhibitor of NAT10, could suppress hypoxia-induced or constitutional expression of HIFs in cells
The article “Remodelin, an inhibitor of NAT10, could suppress hypoxia-induced or constitutional expression of HIFs in cells”, written by “Yaqian Wu, Yanan Cao, Hai**g Liu, Mengfei Yao, Ningning Ma and Bo Zhan...
