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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Cross-View Contrastive Fusion for Enhanced Molecular Property Prediction IJCAI 2024
FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer CVPR 2024
Object Dynamics Modeling with Hierarchical Point Cloud-based Representations CVPR 2024
XFibrosis: Explicit Vessel-Fiber Modeling for Fibrosis Staging from Liver Pathology Images CVPR 2024
Domain Separation Graph Neural Networks for Saliency Object Ranking CVPR 2024
Composing Object Relations and Attributes for Image-Text Matching CVPR 2024
Relation Rectification in Diffusion Model CVPR 2024
Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition EMNLP 2024
XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs EMNLP 2024
OpenGraph: Towards Open Graph Foundation Models EMNLP 2024
InsertGNN: A Hierarchical Graph Neural Network for the TOEFL Sentence Insertion Problem EMNLP 2024
Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling EMNLP 2024
Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training EMNLP 2024
Bridging Local Details and Global Context in Text-Attributed Graphs EMNLP 2024
Message Passing on Semantic-Anchor-Graphs for Fine-grained Emotion Representation Learning and Classification EMNLP 2024
An Experimental Analysis on Evaluating Patent Citations EMNLP 2024
DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024
Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction ACL 2024
DMIN: A Discourse-specific Multi-granularity Integration Network for Conversational Aspect-based Sentiment Quadruple Analysis ACL 2024
A Unified Joint Approach with Topological Context Learning and Rule Augmentation for Knowledge Graph Completion ACL 2024
Sparse Multi-Relational Graph Convolutional Network for Multi-type Object Trajectory Prediction IJCAI 2024
Dynamic Weighted Graph Fusion for Deep Multi-View Clustering IJCAI 2024
Contrastive and View-Interaction Structure Learning for Multi-view Clustering IJCAI 2024
PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction IJCAI 2024