{"total":42,"rows":[{"id":"2310.04562","title":"Towards Foundation Models for Knowledge Graph Reasoning","created":"2023-10-06","cited_by_count":86,"area":null},{"id":"2410.12288","title":"A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning","created":"2024-10-16","cited_by_count":25,"area":null},{"id":"2307.06046","title":"A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes","created":"2023-07-12","cited_by_count":24,"area":null},{"id":"2502.19512","title":"TRIX: A More Expressive Model for Zero-shot Domain Transfer in Knowledge Graphs","created":"2025-02-26","cited_by_count":24,"area":null},{"id":"2502.13339","title":"How Expressive are Knowledge Graph Foundation Models?","created":"2025-02-18","cited_by_count":23,"area":null},{"id":"2506.14291","title":"Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models","created":"2025-06-17","cited_by_count":17,"area":null},{"id":"2404.07198","title":"A Foundation Model for Zero-shot Logical Query Reasoning","created":"2024-04-10","cited_by_count":14,"area":null},{"id":"2510.01510","title":"Flock: A Knowledge Graph Foundation Model via Learning on Random Walks","created":"2025-10-01","cited_by_count":9,"area":null},{"id":"2505.20422","title":"SEMMA: A Semantic Aware Knowledge Graph Foundation Model","created":"2025-05-26","cited_by_count":8,"area":null},{"id":"2505.11125","title":"GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs","created":"2025-05-16","cited_by_count":7,"area":null},{"id":"2506.12362","title":"HYPER: A Foundation Model for Inductive Link Prediction with Knowledge Hypergraphs","created":"2025-06-14","cited_by_count":7,"area":null},{"id":"2410.12609","title":"Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs","created":"2024-10-16","cited_by_count":6,"area":null},{"id":"2310.04171","title":"Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection","created":"2023-10-06","cited_by_count":5,"area":null},{"id":"2505.14020","title":"Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning","created":"2025-05-20","cited_by_count":3,"area":null},{"id":"2506.06367","title":"Towards Foundation Model on Temporal Knowledge Graph Reasoning","created":"2025-06-04","cited_by_count":3,"area":null},{"id":"2605.04834","title":"Bridging Input Feature Spaces Towards Graph Foundation Models","created":"2026-05-06","cited_by_count":3,"area":null},{"id":"2312.04997","title":"Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs","created":"2023-12-08","cited_by_count":2,"area":null},{"id":"2405.06418","title":"PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning","created":"2024-05-10","cited_by_count":2,"area":null},{"id":"2411.06191","title":"Generalizing Hyperedge Expansion for Hyper-relational Knowledge Graph Modeling","created":"2024-11-09","cited_by_count":2,"area":null},{"id":"2507.11229","title":"DuetGraph: Coarse-to-Fine Knowledge Graph Reasoning with Dual-Pathway Global-Local Fusion","created":"2025-07-15","cited_by_count":2,"area":null},{"id":"2605.14907","title":"KGPFN: Unlocking the Potential of Knowledge Graph Foundation Model via In-Context Learning","created":"2026-05-14","cited_by_count":2,"area":null},{"id":"2406.11898","title":"Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion","created":"2024-06-14","cited_by_count":1,"area":null},{"id":"2505.21926","title":"Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning","created":"2025-05-28","cited_by_count":1,"area":null},{"id":"2512.22931","title":"Geometric Structural Knowledge Graph Foundation Model","created":"2025-12-28","cited_by_count":1,"area":null},{"id":"2606.18001","title":"Half a Link can Be Enough to Predict a Whole Link: Understanding Generalization in Knowledge Graph Foundation Models","created":"2026-06-16","cited_by_count":1,"area":null},{"id":"2402.00053","title":"Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors","created":"2024-01-25","cited_by_count":0,"area":null},{"id":"2404.15807","title":"One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion","created":"2024-04-24","cited_by_count":0,"area":null},{"id":"2412.18370","title":"Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors","created":"2024-12-24","cited_by_count":0,"area":null},{"id":"2510.21812","title":"Unifying Inductive, Cross-Domain, and Multimodal Learning for Robust and Generalizable Recommendation","created":"2025-10-21","cited_by_count":0,"area":null},{"id":"2602.05424","title":"THOR: Inductive Link Prediction over Hyper-Relational Knowledge Graphs","created":"2026-02-05","cited_by_count":0,"area":null},{"id":"2602.15896","title":"Every Little Helps: Building Knowledge Graph Foundation Model with Fine-grained Transferable Multi-modal Tokens","created":"2026-02-11","cited_by_count":0,"area":null},{"id":"2605.07121","title":"AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2605.27023","title":"Boosting Knowledge Graph Foundation Models via Enhanced Negative Sampling","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2606.29180","title":"Measuring Graph-to-Graph Semantic Similarity in Knowledge Graphs: An Empirical Evaluation of Knowledge Graph Embeddings","created":"2026-06-28","cited_by_count":0,"area":null},{"id":"2607.09666","title":"Knowledge Graphs Meet Graph Neural Networks: A Comprehensive Survey","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2607.10197","title":"GRATE: Temporal Extensions for Inductive KG Foundation Models via Gated Rotary Attention","created":"2026-07-11","cited_by_count":0,"area":null},{"id":"2608.08567","title":"Neural Message Passing on Structural Interaction Graphs for Fully-Inductive Graph Neural Networks","created":"2026-08-09","cited_by_count":0,"area":null},{"id":"2608.10668","title":"FITTER: Vocabulary-Agnostic Cross-Domain Inference on Temporal Knowledge Graphs","created":"2026-08-11","cited_by_count":0,"area":null},{"id":"2609.02216","title":"PEARL: Path-Entity Aligned Relational Learning with Contextual Subgraphs for Inductive Knowledge Graph Completion","created":"2026-09-02","cited_by_count":0,"area":null},{"id":"2609.36302","title":"The Universal Classifier for Graph Learning","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2610.15638","title":"MERIT: Scaling KG Foundation Models with Relation Transformers","created":"2026-10-11","cited_by_count":0,"area":null},{"id":"2610.18198","title":"QORH: Learning Query-Specific Ordered Rule Hypergraphs for Inductive Knowledge Graph Link Prediction","created":"2026-10-13","cited_by_count":0,"area":null}],"next_cursor":null}