| MolSets: Molecular Graph Deep Sets Learning for Mixture Property Modeling | Dec 27, 2023 | Graph Neural Networkmixture property prediction | CodeCode Available | 1 |
| Olfactory Label Prediction on Aroma-Chemical Pairs | Dec 26, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training | Dec 24, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Combinatorial music generation model with song structure graph analysis | Dec 24, 2023 | Graph Neural NetworkMusic Generation | CodeCode Available | 0 |
| Hybrid-Task Meta-Learning: A Graph Neural Network Approach for Scalable and Transferable Bandwidth Allocation | Dec 23, 2023 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network | Dec 23, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification | Dec 22, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns | Dec 21, 2023 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Object Attribute Matters in Visual Question Answering | Dec 20, 2023 | AttributeGraph Neural Network | CodeCode Available | 0 |
| Fast Cell Library Characterization for Design Technology Co-Optimization Based on Graph Neural Networks | Dec 20, 2023 | Graph Neural Network | —Unverified | 0 |
| Professional Network Matters: Connections Empower Person-Job Fit | Dec 19, 2023 | Graph Neural Network | —Unverified | 0 |
| Learning to Reweight for Graph Neural Network | Dec 19, 2023 | Graph Neural NetworkOut-of-Distribution Generalization | —Unverified | 0 |
| Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer | Dec 19, 2023 | Graph Neural NetworkNumerical Integration | CodeCode Available | 1 |
| When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook | Dec 19, 2023 | Graph MiningGraph Neural Network | CodeCode Available | 1 |
| Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection | Dec 19, 2023 | Event DetectionGraph Neural Network | CodeCode Available | 1 |
| SimCalib: Graph Neural Network Calibration based on Similarity between Nodes | Dec 19, 2023 | Graph Neural Network | —Unverified | 0 |
| Non-Euclidean Spatial Graph Neural Network | Dec 17, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| Degree-based stratification of nodes in Graph Neural Networks | Dec 16, 2023 | Graph Neural Network | —Unverified | 0 |
| Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction | Dec 15, 2023 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Hierarchical Graph Pattern Understanding for Zero-Shot VOS | Dec 15, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy | Dec 15, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks | Dec 15, 2023 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems | Dec 14, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network-Based Bandwidth Allocation for Secure Wireless Communications | Dec 13, 2023 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Adversarial Attacks on Graph Neural Networks based Spatial Resource Management in P2P Wireless Communications | Dec 13, 2023 | CPUGraph Neural Network | —Unverified | 0 |
| 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 |
