Graph Neural Networks

Unsupervised stance detection for social media discussions: A generic baseline EACL 2024 Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering AAAI 2024 Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs NeurIPS 2024 UV-free Texture Generation with Denoising and Geodesic Heat Diffusion NeurIPS 2024 Value at Adversarial Risk: A Graph Defense Strategy against Cost-Aware Attacks AAAI 2024 Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data ICLR 2024 VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition ICLR 2024 VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections ICLR 2024 VD-GR: Boosting Visual Dialog With Cascaded Spatial-Temporal Multi-Modal Graphs WACV 2024 Vector Field Oriented Diffusion Model for Crystal Material Generation AAAI 2024 Verifying message-passing neural networks via topology-based bounds tightening ICML 2024 VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context ICML 2024 VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024 ViSTec: Video Modeling for Sports Technique Recognition and Tactical Analysis AAAI 2024 Visual Data Diagnosis and Debiasing with Concept Graphs NeurIPS 2024 VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs ICLR 2024 VSGT: Variational Spatial and Gaussian Temporal Graph Models for EEG-based Emotion Recognition IJCAI 2024 VS: Reconstructing Clothed 3D Human from Single Image via Vertex Shift CVPR 2024 VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG ECCV 2024 WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets AAAI 2024 WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction IJCAI 2024 Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes AAAI 2024 Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning NeurIPS 2024 Weisfeiler-Leman at the margin: When more expressivity matters ICML 2024 Weisfeiler Leman for Euclidean Equivariant Machine Learning ICML 2024