| SAM-guided Graph Cut for 3D Instance Segmentation | Dec 13, 2023 | 3D Instance SegmentationGraph Neural Network | —Unverified | 0 |
| Patch-wise Graph Contrastive Learning for Image Translation | Dec 13, 2023 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives | Dec 12, 2023 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition | Dec 12, 2023 | BenchmarkingDeep Learning | —Unverified | 0 |
| Neural Reasoning About Agents' Goals, Preferences, and Actions | Dec 12, 2023 | BlockingGraph Neural Network | —Unverified | 0 |
| IndoorGNN: A Graph Neural Network based approach for Indoor Localization using WiFi RSSI | Dec 11, 2023 | Graph Neural NetworkIndoor Localization | —Unverified | 0 |
| Spatiotemporal Event Graphs for Dynamic Scene Understanding | Dec 11, 2023 | Action DetectionActivity Detection | —Unverified | 0 |
| A Novel Differentiable Loss Function for Unsupervised Graph Neural Networks in Graph Partitioning | Dec 11, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Robust Graph Neural Network based on Graph Denoising | Dec 11, 2023 | DenoisingGraph Learning | CodeCode Available | 0 |
| Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations | Dec 11, 2023 | Data AugmentationEmotion Recognition | —Unverified | 0 |
| Sparse but Strong: Crafting Adversarially Robust Graph Lottery Tickets | Dec 11, 2023 | Graph Neural Network | —Unverified | 0 |
| A GAN Approach for Node Embedding in Heterogeneous Graphs Using Subgraph Sampling | Dec 11, 2023 | Generative Adversarial NetworkGraph Neural Network | —Unverified | 0 |
| No prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation | Dec 10, 2023 | FairnessFederated Learning | —Unverified | 0 |
| Deep Learning for Joint Design of Pilot, Channel Feedback, and Hybrid Beamforming in FDD Massive MIMO-OFDM Systems | Dec 10, 2023 | Graph Neural Network | —Unverified | 0 |
| ASWT-SGNN: Adaptive Spectral Wavelet Transform-based Self-Supervised Graph Neural Network | Dec 10, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning | Dec 9, 2023 | Graph ClassificationGraph Learning | —Unverified | 0 |
| Triplet Edge Attention for Algorithmic Reasoning | Dec 9, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Higher-Order Equivariant Neural Networks for Charge Density Prediction in Materials | Dec 8, 2023 | Graph Neural NetworkProperty Prediction | CodeCode Available | 1 |
| Synthesizing Traffic Datasets using Graph Neural Networks | Dec 8, 2023 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts | Dec 7, 2023 | DiversityGraph Neural Network | CodeCode Available | 1 |
| Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks | Dec 7, 2023 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Simulating the Air Quality Impact of Prescribed Fires Using Graph Neural Network-Based PM_2.5 Forecasts | Dec 7, 2023 | Graph Neural Network | CodeCode Available | 0 |
| GSGFormer: Generative Social Graph Transformer for Multimodal Pedestrian Trajectory Prediction | Dec 7, 2023 | Graph Neural NetworkPedestrian Trajectory Prediction | —Unverified | 0 |
| Toward Energy-Efficient Massive MIMO: Graph Neural Network Precoding for Mitigating Non-Linear PA Distortion | Dec 5, 2023 | Graph Neural Network | —Unverified | 0 |
| NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams | Dec 5, 2023 | Graph Neural Network | —Unverified | 0 |
