Graph Neural Networks

Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective AAAI 2024 Rethinking Graph Masked Autoencoders through Alignment and Uniformity AAAI 2024 Rethinking Independent Cross-Entropy Loss For Graph-Structured Data ICML 2024 Rethinking Label Poisoning for GNNs: Pitfalls and Attacks ICLR 2024 Rethinking Propagation for Unsupervised Graph Domain Adaptation AAAI 2024 Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy NeurIPS 2024 Rethinking the Benefits of Steerable Features in 3D Equivariant Graph Neural Networks ICLR 2024 Rethinking the Capacity of Graph Neural Networks for Branching Strategy NeurIPS 2024 Rethinking the Effectiveness of Graph Classification Datasets in Benchmarks for Assessing GNNs IJCAI 2024 Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability ICLR 2024 Review-Enhanced Hierarchical Contrastive Learning for Recommendation AAAI 2024 Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation NeurIPS 2024 Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum AAAI 2024 Revisiting Link Prediction: a data perspective ICLR 2024 Revisiting Score Propagation in Graph Out-of-Distribution Detection NeurIPS 2024 RIMeshGNN: A Rotation-Invariant Graph Neural Network for Mesh Classification WACV 2024 Road Network Representation Learning with the Third Law of Geography NeurIPS 2024 RoboEXP: Action-Conditioned Scene Graph via Interactive Exploration for Robotic Manipulation CoRL 2024 Robust Angular Synchronization via Directed Graph Neural Networks ICLR 2024 Robust Graph Neural Networks via Unbiased Aggregation NeurIPS 2024 Robust Heterophilic Graph Learning against Label Noise for Anomaly Detection IJCAI 2024 Robust Node Classification on Graph Data with Graph and Label Noise AAAI 2024 Robust Offline Active Learning on Graphs NeurIPS 2024 Robust Stochastic Graph Generator for Counterfactual Explanations AAAI 2024 ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024