graph neural network

Causal Subgraphs and Information Bottlenecks: Redefining OOD Robustness in Graph Neural Networks ECCV 2024 Cell Graph Transformer for Nuclei Classification AAAI 2024 CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling IJCAI 2024 Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting ACL 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 Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification NeurIPS 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 Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling NeurIPS 2024 COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems AAAI 2024 Comparing Edge-based and Node-based Methods on a Citation Prediction Task EMNLP 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 CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection IJCAI 2024 Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance AAAI 2024 Conformal Inductive Graph Neural Networks ICLR 2024 ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings ACL 2024 Connecting the Dots: Inferring Patent Phrase Similarity with Retrieved Phrase Graphs NAACL 2024