graph convolutional network

Towards Generalization Bounds of GCNs for Adversarially Robust Node Classification ICLR 2025 Understanding GNNs and Homophily in Dynamic Node Classification AISTATS 2025 Understanding the Effect of GCN Convolutions in Regression Tasks AISTATS 2025 Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation IJCAI 2025 A Dynamic GCN with Cross-Representation Distillation for Event-Based Learning AAAI 2024 Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification COLING 2024 Behavioral Recognition of Skeletal Data Based on Targeted Dual Fusion Strategy AAAI 2024 Benchmarking Reliability of Deep Learning Models for Pathological Gait Classification MLHC 2024 BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition CVPR 2024 Cell Graph Transformer for Nuclei Classification AAAI 2024 CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph Embedding IJCAI 2024 Deep Contrastive Graph Learning with Clustering-Oriented Guidance AAAI 2024 Deep Reinforcement Learning-based Dialogue Policy with Graph Convolutional Q-network COLING 2024 Deep Semantic Graph Transformer for Multi-View 3D Human Pose Estimation AAAI 2024 DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives IJCAI 2024 DMIN: A Discourse-specific Multi-granularity Integration Network for Conversational Aspect-based Sentiment Quadruple Analysis ACL 2024 Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition AAAI 2024 Error Detection in Egocentric Procedural Task Videos CVPR 2024 Few-Shot Event Argument Extraction Based on a Meta-Learning Approach NAACL 2024 Fine-Grained Multi-View Hand Reconstruction Using Inverse Rendering AAAI 2024 G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation WACV 2024 GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction AAAI 2024 Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs AAAI 2024 Graph Neural Networks Do Not Always Oversmooth NeurIPS 2024 Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents COLING 2024