Mengting Zhou
Biographic Data
| ID | 7286042 |
|---|---|
| NAME | Mengting Zhou |
| GIVEN NAMES | Mengting |
| FAMILY NAME | Zhou |
| SIGNATURE | ZHOU M |
| AFFILIATIONS | Chengdu University of Traditional Chinese Medicine |
| ORCID | 0000-0002-2707-4902 |
| VERIFIED | Yes |
| TOTAL WORKS | 6 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 6 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Informative Nodes Mining for Class-Imbalanced Representation Learning
Online social networks often enforce a restricted web interface to allow third part users to access their data objects in one-by-one manner along links. The heavy cost of collecting data from them makes it very difficult to train a graph neural networks (GNNs) algorithm by using valuable data resources from those social network services. In this article, we endeavor to harness the potential of collected data in order to cultivate robust node repr…
Generalized Few-Shot Node Classification With Graph Knowledge Distillation
Generalized few-shot node classification (GFS-NC) is a very important challenge for graph-based algorithms, as it requires to identify novel classes and base classes simultaneously. Although there are several methods that try to combine metalearning or metric learning with graph neural networks to solve few-shot problem, most of them assume that test samples only come from the novel classes, which is impractical in reality. Besides, they overlook…
Based on regional heterogeneity
Background: Hospital service efficiency is a vital indicator of the effectiveness of a country's healthcare system. If regional heterogeneity is ignored in measuring the efficiency of health services, erroneous judgments may result. Methods: This study utilized the Meta-Frontier Slack-Based Measure (SBM) model to evaluate the efficiency of hospital services across various Chinese provinces from 2009 to 2022. Efficiency comparisons were made using…
Effect of national policies on the researchers’ interests in Mainland China
Forsythiae Fructuse extracts alleviates LPS-induced acute lung injury in mice by regulating PPAR-γ/RXR-α in lungs and colons
Phillygenin inhibits LPS-induced activation and inflammation of LX2 cells by TLR4/MyD88/NF-κB signaling pathway
No prominent works on this page.
Phillygenin inhibits LPS-induced activation and inflammation of LX2 cells by TLR4/MyD88/NF-κB signaling pathway
Forsythiae Fructuse extracts alleviates LPS-induced acute lung injury in mice by regulating PPAR-γ/RXR-α in lungs and colons
Effect of national policies on the researchers’ interests in Mainland China
Informative Nodes Mining for Class-Imbalanced Representation Learning
Online social networks often enforce a restricted web interface to allow third part users to access their data objects in one-by-one manner along links. The heavy cost of collecting data from them makes it very difficult to train a graph neural networks (GNNs) algorithm by using valuable data resources from those social network services. In this article, we endeavor to harness the potential of collected data in order to cultivate robust node repr…
Generalized Few-Shot Node Classification With Graph Knowledge Distillation
Generalized few-shot node classification (GFS-NC) is a very important challenge for graph-based algorithms, as it requires to identify novel classes and base classes simultaneously. Although there are several methods that try to combine metalearning or metric learning with graph neural networks to solve few-shot problem, most of them assume that test samples only come from the novel classes, which is impractical in reality. Besides, they overlook…
Based on regional heterogeneity
Background: Hospital service efficiency is a vital indicator of the effectiveness of a country's healthcare system. If regional heterogeneity is ignored in measuring the efficiency of health services, erroneous judgments may result. Methods: This study utilized the Meta-Frontier Slack-Based Measure (SBM) model to evaluate the efficiency of hospital services across various Chinese provinces from 2009 to 2022. Efficiency comparisons were made using…
Computer Science (3 works) · Medicine (3 works) · Artificial Intelligence (2 works) · Biology (2 works) · Chemistry (2 works) · Data mining (2 works) · Engineering (2 works) · Geography (2 works) · Political science (2 works) · Advanced Technologies in Various Fields (1 work)