| Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations | Feb 23, 2025 | Disease PredictionGraph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Triplet Importance for Personalized Ranking | Jul 28, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| Invertible Neural Networks for Graph Prediction | Jun 2, 2022 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network | Apr 28, 2021 | Graph Neural NetworkKnowledge Distillation | CodeCode Available | 0 | 5 |
| Interpretable Graph Neural Networks for Tabular Data | Aug 17, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 | 5 |
| Differentiable graph-structured models for inverse design of lattice materials | Apr 11, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Graph Neural Networks for Heterogeneous Tabular Data | Aug 14, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Bermuda Triangles: GNNs Fail to Detect Simple Topological Structures | May 1, 2021 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Instant Representation Learning for Recommendation over Large Dynamic Graphs | May 22, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning | Jan 10, 2023 | Autonomous DrivingGraph Neural Network | CodeCode Available | 0 | 5 |
| A Biased Graph Neural Network Sampler with Near-Optimal Regret | Mar 1, 2021 | Graph Neural Network | CodeCode Available | 0 | 5 |
| InkStream: Real-time GNN Inference on Streaming Graphs via Incremental Update | Sep 20, 2023 | CPUGPU | CodeCode Available | 0 | 5 |
| Intention Adaptive Graph Neural Network for Category-aware Session-based Recommendation | Dec 31, 2021 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 0 | 5 |
| Inferring Individual Direct Causal Effects Under Heterogeneous Peer Influence | May 27, 2023 | Causal InferenceGraph Neural Network | CodeCode Available | 0 | 5 |
| Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks | Sep 8, 2019 | General ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Infinite Width Graph Neural Networks for Node Regression/ Classification | Oct 12, 2023 | Gaussian ProcessesGraph Attention | CodeCode Available | 0 | 5 |
| Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network | Jul 19, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models | Jun 22, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Inductive Graph Transformer for Delivery Time Estimation | Nov 5, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural Network | Sep 11, 2024 | Document Layout Analysisdocument understanding | CodeCode Available | 0 | 5 |
| Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based Approach | Sep 3, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| On Generalized Degree Fairness in Graph Neural Networks | Feb 8, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 | 5 |
| Detecting structural perturbations from time series with deep learning | Jun 9, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 0 | 5 |
| Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks | Apr 22, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| BeMap: Balanced Message Passing for Fair Graph Neural Network | Jun 7, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 | 5 |
