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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Graph-Aware Contrasting for Multivariate Time-Series Classification AAAI 2024
Hyperbolic Graph Diffusion Model AAAI 2024
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering AAAI 2024
Self-Training Based Few-Shot Node Classification by Knowledge Distillation AAAI 2024
Union Subgraph Neural Networks AAAI 2024
Residual Hyperbolic Graph Convolution Networks AAAI 2024
GraFITi: Graphs for Forecasting Irregularly Sampled Time Series AAAI 2024
A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024
Dynamic Spiking Graph Neural Networks AAAI 2024
Barely Supervised Learning for Graph-Based Fraud Detection AAAI 2024
HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning AAAI 2024
A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation AAAI 2024
HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors AAAI 2024
Dynamic Reactive Spiking Graph Neural Network AAAI 2024
A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024
Towards the Disappearing Truth: Fine-Grained Joint Causal Influences Learning with Hidden Variable-Driven Causal Hypergraphs in Time Series AAAI 2024
Every Node Is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering AAAI 2024
Robust Node Classification on Graph Data with Graph and Label Noise AAAI 2024
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024
Object Attribute Matters in Visual Question Answering AAAI 2024
Adaptive Graph Learning for Multimodal Conversational Emotion Detection AAAI 2024
Dependency Structure-Enhanced Graph Attention Networks for Event Detection AAAI 2024
TextGT: A Double-View Graph Transformer on Text for Aspect-Based Sentiment Analysis AAAI 2024
Coreference Graph Guidance for Mind-Map Generation AAAI 2024