| Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features | Jun 1, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |
| Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling | Sep 19, 2022 | Graph Neural NetworkOpen-Ended Question Answering | —Unverified | 0 | 0 |
| Invariant Layers for Graphs with Nodes of Different Types | Feb 27, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Inverse analysis of granular flows using differentiable graph neural network simulator | Jan 17, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 | 0 |
| iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering | Jun 2, 2025 | Graph Neural NetworkKnowledge Base Question Answering | —Unverified | 0 | 0 |
| IronMan: GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning | Feb 16, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 | 0 |
| Ising on the Graph: Task-specific Graph Subsampling via the Ising Model | Feb 15, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Isometric Graph Neural Networks | Jun 16, 2020 | Graph Neural Network | —Unverified | 0 | 0 |
| Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning | Dec 9, 2023 | Graph ClassificationGraph Learning | —Unverified | 0 | 0 |
| Improving Signed Propagation for Graph Neural Networks in Multi-Class Environments | Jan 21, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph Neural Network? | Sep 14, 2023 | Deep LearningGraph Learning | —Unverified | 0 | 0 |
| Is uniform expressivity too restrictive? Towards efficient expressivity of graph neural networks | Oct 2, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Iterated graph neural network system | Jan 1, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| Iterative Graph Neural Network Enhancement via Frequent Subgraph Mining of Explanations | Mar 12, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting | Mar 23, 2023 | AllGraph Neural Network | —Unverified | 0 | 0 |
| IV-GNN : Interval Valued Data Handling Using Graph Neural Network | Nov 17, 2021 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| 基于图神经网络的汉语依存分析和语义组合计算联合模型(Joint Learning Chinese Dependency Parsing and Semantic Composition based on Graph Neural Network) | Oct 1, 2020 | Chinese Dependency ParsingDependency Parsing | —Unverified | 0 | 0 |
| Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds | Dec 14, 2021 | 3D Object DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks | Dec 30, 2020 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Joint Demand Prediction for Multimodal Systems: A Multi-task Multi-relational Spatiotemporal Graph Neural Network Approach | Dec 15, 2021 | Graph Neural NetworkManagement | —Unverified | 0 | 0 |
| Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks | Apr 24, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| Joint Interaction and Trajectory Prediction for Autonomous Driving using Graph Neural Networks | Dec 17, 2019 | Autonomous DrivingGraph Neural Network | —Unverified | 0 | 0 |
| Joint learning of object graph and relation graph for visual question answering | May 9, 2022 | AttributeGraph Neural Network | —Unverified | 0 | 0 |
| Jointly Attacking Graph Neural Network and its Explanations | Aug 7, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| Joint Relational Database Generation via Graph-Conditional Diffusion Models | May 22, 2025 | Graph Neural NetworkImputation | —Unverified | 0 | 0 |