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Graph Neural Networks

4,495 papers

Papers per year

Papers

From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023
Improving Graph Representation for Point Cloud Segmentation via Attentive Filtering CVPR 2023
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph CVPR 2023
Unifying Short and Long-Term Tracking With Graph Hierarchies CVPR 2023
Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023
Deep Graph Reprogramming CVPR 2023
HGNet: Learning Hierarchical Geometry From Points, Edges, and Surfaces CVPR 2023
Learning Situation Hyper-Graphs for Video Question Answering CVPR 2023
CIGAR: Cross-Modality Graph Reasoning for Domain Adaptive Object Detection CVPR 2023
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics CVPR 2023
Multimodal Graph Transformer for Multimodal Question Answering EACL 2023
Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters EACL 2023
Question-Answer Sentence Graph for Joint Modeling Answer Selection EACL 2023
DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction EACL 2023
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs EACL 2023
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks EACL 2023
PANACEA: An Automated Misinformation Detection System on COVID-19 EACL 2023
SPINDLE: Spinning Raw Text into Lambda Terms with Graph Attention EACL 2023
Corpus Annotation Graph Builder (CAG): An Architectural Framework to Create and Annotate a Multi-source Graph EACL 2023
Automatic Dialog Flow Extraction and Guidance EACL 2023
JobXMLC: EXtreme Multi-Label Classification of Job Skills with Graph Neural Networks EACL 2023
Annotating PubMed Abstracts with MeSH Headings using Graph Neural Network EACL 2023
Improving Image Captioning via Predicting Structured Concepts EMNLP 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation EMNLP 2023
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph EMNLP 2023