Graph Neural Networks

CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling IJCAI 2024 Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations COLING 2024 Challenges of Generating Structurally Diverse Graphs NeurIPS 2024 Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024 CHEMREASONER: Heuristic Search over a Large Language Model’s Knowledge Space using Quantum-Chemical Feedback ICML 2024 CKGConv: General Graph Convolution with Continuous Kernels ICML 2024 Claim-Centric and Sentiment Guided Graph Attention Network for Rumour Detection COLING 2024 Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification NeurIPS 2024 Class-Imbalanced Graph Learning without Class Rebalancing ICML 2024 Clifford Group Equivariant Simplicial Message Passing Networks ICLR 2024 Clustering-Augmented Fraud Detection on Graphs Using Label-Aware Feature Aggregation ACML 2024 Clustering for Protein Representation Learning CVPR 2024 Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention NeurIPS 2024 ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion CVPR 2024 COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems AAAI 2024 Commonsense for Zero-Shot Natural Language Video Localization AAAI 2024 Comparing Edge-based and Node-based Methods on a Citation Prediction Task EMNLP 2024 Comparing Graph Transformers via Positional Encodings ICML 2024 Complete and Efficient Graph Transformers for Crystal Material Property Prediction ICLR 2024 Complete Neural Networks for Complete Euclidean Graphs AAAI 2024 Composing Object Relations and Attributes for Image-Text Matching CVPR 2024 Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning NeurIPS 2024 Compositional PAC-Bayes: Generalization of GNNs with persistence and beyond NeurIPS 2024 Compositional Video Understanding with Spatiotemporal Structure-based Transformers CVPR 2024 Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance AAAI 2024