| CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks | Jan 15, 2025 | Graph Neural Network | CodeCode Available | 1 |
| From Hypergraph Energy Functions to Hypergraph Neural Networks | Jun 16, 2023 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 1 |
| Context Modeling in 3D Human Pose Estimation: A Unified Perspective | Mar 29, 2021 | 3D Human Pose EstimationGraph Neural Network | CodeCode Available | 1 |
| funcGNN: A Graph Neural Network Approach to Program Similarity | Jul 26, 2020 | Code SearchGraph Embedding | CodeCode Available | 1 |
| Fuzzy Graph Neural Network for Few-Shot Learning | Jul 19, 2020 | Few-Shot LearningGraph Neural Network | CodeCode Available | 1 |
| GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation | Oct 22, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection | Feb 25, 2022 | Fake News DetectionGraph Attention | CodeCode Available | 1 |
| Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem | Jun 8, 2022 | Graph Neural Network | CodeCode Available | 1 |
| GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation | Mar 4, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Contrastive Cross-Domain Sequential Recommendation | Apr 8, 2023 | Graph Neural NetworkSequential Recommendation | CodeCode Available | 1 |
| Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction | May 4, 2024 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Multi-hop Attention Graph Neural Network | Sep 29, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
| Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs | Jun 20, 2020 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Generating Diverse 3D Reconstructions from a Single Occluded Face Image | Dec 1, 2021 | 3D ReconstructionDiversity | CodeCode Available | 1 |
| Generative 3D Part Assembly via Dynamic Graph Learning | Jun 14, 2020 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Crystal Graph Neural Networks for Data Mining in Materials Science | May 27, 2019 | Band GapFormation Energy | CodeCode Available | 1 |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | Aug 22, 2024 | Contrastive LearningDynamic Link Prediction | CodeCode Available | 1 |
| Geodesic Graph Neural Network for Efficient Graph Representation Learning | Oct 6, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation | May 27, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU | Apr 3, 2024 | GPUGraph Neural Network | CodeCode Available | 1 |
| Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification | Oct 22, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| CRSLab: An Open-Source Toolkit for Building Conversational Recommender System | Jan 4, 2021 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| Convergent Graph Solvers | Jun 3, 2021 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| DGNN-Booster: A Generic FPGA Accelerator Framework For Dynamic Graph Neural Network Inference | Apr 13, 2023 | CPUGPU | CodeCode Available | 1 |
| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
