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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

Review-Enhanced Hierarchical Contrastive Learning for Recommendation AAAI 2024
MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024
Structural Information Enhanced Graph Representation for Link Prediction AAAI 2024
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks NIPS 2024
Generalizing CNNs to graphs with learnable neighborhood quantization NIPS 2024
Full-Body Motion Reconstruction with Sparse Sensing from Graph Perspective AAAI 2024
Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images CVPR 2024
Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024
Category-Level Multi-Part Multi-Joint 3D Shape Assembly CVPR 2024
MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024
Learning Structure-from-Motion with Graph Attention Networks CVPR 2024
What Would Happen Next? Predicting Consequences from An Event Causality Graph EMNLP 2024
Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining AAAI 2024
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024
Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis AAAI 2024
SAT-Based Algorithms for Regular Graph Pattern Matching AAAI 2024
FC-GNN: Recovering Reliable and Accurate Correspondences from Interferences CVPR 2024
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024
CurveCloudNet: Processing Point Clouds with 1D Structure CVPR 2024
MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract) IJCAI 2024
Predicting Housing Transaction with Common Covariance GNNs IJCAI 2024
WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets AAAI 2024
CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection IJCAI 2024