| Beyond Node Attention: Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing | May 21, 2025 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| Beyond the Gates of Euclidean Space: Temporal-Discrimination-Fusions and Attention-based Graph Neural Network for Human Activity Recognition | Jun 10, 2022 | Activity RecognitionGraph Neural Network | —Unverified | 0 | 0 |
| Beyond the Known: Novel Class Discovery for Open-world Graph Learning | Mar 29, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust | Sep 22, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network | Mar 13, 2024 | Graph Neural NetworkRelation | —Unverified | 0 | 0 |
| Eradicating Social Biases in Sentiment Analysis using Semantic Blinding and Semantic Propagation Graph Neural Networks | Nov 19, 2024 | Emotion RecognitionGraph Neural Network | —Unverified | 0 | 0 |
| BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network | Jan 14, 2021 | DenoisingGraph Neural Network | —Unverified | 0 | 0 |
| Bike Sharing Demand Prediction based on Knowledge Sharing across Modes: A Graph-based Deep Learning Approach | Mar 18, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search | Feb 6, 2023 | Decision MakingGraph Classification | —Unverified | 0 | 0 |
| Binarized Graph Neural Network | Apr 19, 2020 | Graph EmbeddingGraph Neural Network | —Unverified | 0 | 0 |
| Blockchain Phishing Scam Detection via Multi-channel Graph Classification | Aug 19, 2021 | ClassificationGraph Classification | —Unverified | 0 | 0 |
| Bond Graphs for multi-physics informed Neural Networks for multi-variate time series | May 22, 2024 | Graph Neural NetworkInductive Bias | —Unverified | 0 | 0 |
| Boolean-aware Boolean Circuit Classification: A Comprehensive Study on Graph Neural Network | Nov 13, 2024 | ClassificationGraph Classification | —Unverified | 0 | 0 |
| Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling | Jan 8, 2024 | Graph Neural NetworkScheduling | —Unverified | 0 | 0 |
| Training Graph Neural Networks Using Non-Robust Samples | Dec 19, 2024 | Adversarial RobustnessGraph Neural Network | —Unverified | 0 | 0 |
| Boosting Neural Networks to Decompile Optimized Binaries | Jan 3, 2023 | Graph Neural NetworkMachine Translation | —Unverified | 0 | 0 |
| Boundary Content Graph Neural Network for Temporal Action Proposal Generation | Aug 4, 2020 | Action DetectionAction Understanding | —Unverified | 0 | 0 |
| Brain-inspired Chaotic Graph Backpropagation for Large-scale Combinatorial Optimization | Dec 13, 2024 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 | 0 |
| Breadth First Reasoning Graph for Multi-hop Question Answering | Jun 1, 2021 | Graph Neural NetworkMulti-hop Question Answering | —Unverified | 0 | 0 |
| Breaking Down Questions for Outside-Knowledge VQA | Sep 29, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 | 0 |
| Breaking Down Questions for Outside-Knowledge Visual Question Answering | Nov 16, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 | 0 |
| Uplifting Message Passing Neural Network with Graph Original Information | Oct 8, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images | May 7, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 | 0 |
| Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation | Feb 12, 2025 | Domain AdaptationGraph Classification | —Unverified | 0 | 0 |
| Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata | Dec 13, 2022 | Graph Neural NetworkMachine Translation | —Unverified | 0 | 0 |