Calibrating Graph Neural Networks from a Data-centric Perspective
Abstract
Supplemental Material
- Download
- 31.26 MB
References
Index Terms
- Calibrating Graph Neural Networks from a Data-centric Perspective
Recommendations
Edge Based Graph Neural Network to Recognize Semigraph Representation of English Alphabets
MIKE 2013: Proceedings of the First International Conference on Mining Intelligence and Knowledge Exploration - Volume 8284Graph Neural Network based on edges is introduced in this paper and is used to recognize the English uppercase alphabets treating their corresponding graphs as semigraphs. Graph Neural Network(GNN) is a connectionist model comprising of two feedforward ...
Graph Neural Networks: Taxonomy, Advances, and Trends
Graph neural networks provide a powerful toolkit for embedding real-world graphs into low-dimensional spaces according to specific tasks. Up to now, there have been several surveys on this topic. However, they usually lay emphasis on different angles so ...
Edge-Based Graph Neural Networks for Cell-Graph Modeling and Prediction
Information Processing in Medical ImagingAbstractIdentification and classification of cell-graph features using graph-neural networks (GNNs) has been shown to be useful in digital pathology. In this work, we consider the role of edge labels in cell-graph modeling, including histological modeling ...
Comments
Information & Contributors
Information
Published In

- General Chairs:
- Tat-Seng Chua,
- Chong-Wah Ngo,
- Proceedings Chair:
- Roy Ka-Wei Lee,
- Program Chairs:
- Ravi Kumar,
- Hady W. Lauw
Sponsors
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Author Tags
Qualifiers
- Research-article
Conference
Acceptance Rates
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 211Total Downloads
- Downloads (Last 12 months)211
- Downloads (Last 6 weeks)25
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in