| Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review | Mar 31, 2025 | Continual LearningGraph Learning | CodeCode Available | 0 | 5 |
| Can Neural Networks Understand Programs like Humans? | Nov 16, 2021 | Clone DetectionCode Summarization | CodeCode Available | 0 | 5 |
| Learning Hyper Label Model for Programmatic Weak Supervision | Jul 27, 2022 | Graph Neural Networkmodel | CodeCode Available | 0 | 5 |
| Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? | Jun 3, 2022 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study | Sep 17, 2024 | CPUGPU | CodeCode Available | 0 | 5 |
| Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network | Mar 26, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Leap: Inductive Link Prediction via Learnable TopologyAugmentation | Mar 5, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 | 5 |
| Latent Space Representations of Neural Algorithmic Reasoners | Jul 17, 2023 | Graph Neural NetworkLearning to Execute | CodeCode Available | 0 | 5 |
| An Attention-based Graph Neural Network for Heterogeneous Structural Learning | Dec 19, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 | 5 |
| Building explainable graph neural network by sparse learning for the drug-protein binding prediction | Aug 27, 2023 | Graph Neural NetworkSparse Learning | CodeCode Available | 0 | 5 |
| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| LatentGNN: Learning Efficient Non-local Relations for Visual Recognition | May 28, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| An Analysis of Novel Money Laundering Data Using Heterogeneous Graph Isomorphism Networks. FinCEN Files Case Study | Jul 26, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 | 5 |
| Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding | May 8, 2023 | FormGraph Neural Network | CodeCode Available | 0 | 5 |
| Language Semantic Graph Guided Data-Efficient Learning | Nov 15, 2023 | Data AugmentationGraph Neural Network | CodeCode Available | 0 | 5 |
| Analyzing the Effect of Sampling in GNNs on Individual Fairness | Sep 8, 2022 | FairnessGraph Neural Network | CodeCode Available | 0 | 5 |
| Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets | Jun 2, 2024 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 | 5 |
| Knowledge-aware Evolutionary Graph Neural Architecture Search | Nov 26, 2024 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
| DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-Decoupling | Sep 29, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification | Dec 22, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions | Jan 29, 2021 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 | 5 |
| Joint Graph Learning and Matching for Semantic Feature Correspondence | Sep 1, 2021 | Graph LearningGraph Matching | CodeCode Available | 0 | 5 |
| Knowledge-Enhanced Recommendation with User-Centric Subgraph Network | Mar 21, 2024 | Collaborative FilteringGraph Neural Network | CodeCode Available | 0 | 5 |
| Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems | Feb 21, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 | 5 |
| Bregman Graph Neural Network | Sep 12, 2023 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 0 | 5 |
