Graph Neural Networks

Distributed-Order Fractional Graph Operating Network NeurIPS 2024 DistrictNet: Decision-aware learning for geographical districting NeurIPS 2024 DMIN: A Discourse-specific Multi-granularity Integration Network for Conversational Aspect-based Sentiment Quadruple Analysis ACL 2024 DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases ACL 2024 DOGE-Train: Discrete Optimization on GPU with End-to-End Training AAAI 2024 Domain Separation Graph Neural Networks for Saliency Object Ranking CVPR 2024 DRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering COLING 2024 DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption ICLR 2024 DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems AAAI 2024 DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks NeurIPS 2024 DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NeurIPS 2024 Dual-Channel Learning Framework for Drug-Drug Interaction Prediction via Relation-Aware Heterogeneous Graph Transformer AAAI 2024 Dual Encoder: Exploiting the Potential of Syntactic and Semantic for Aspect Sentiment Triplet Extraction COLING 2024 DUPLEX: Dual GAT for Complex Embedding of Directed Graphs ICML 2024 Dynamic 3D Gaussian Tracking for Graph-Based Neural Dynamics Modeling CoRL 2024 Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024 Dynamic Reactive Spiking Graph Neural Network AAAI 2024 Dynamic Rescaling for Training GNNs NeurIPS 2024 Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition AAAI 2024 Dynamic Spatial-Temporal Aggregation for Skeleton-Aware Sign Language Recognition COLING 2024 Dynamic Spiking Graph Neural Networks AAAI 2024 Dynamic Weighted Graph Fusion for Deep Multi-View Clustering IJCAI 2024 DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024 E(3)-Equivariant Mesh Neural Networks AISTATS 2024 Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing AAAI 2024