An Open Challenge for Inductive Link Prediction on Knowledge Graphs

An Open Challenge for Inductive Link Prediction on Knowledge Graphs

3 March 2022

Charles Tapley Hoyt

Papers citing "An Open Challenge for Inductive Link Prediction on Knowledge Graphs"

17 / 17 papers shown

Title
TRIX: A More Expressive Model for Zero-shot Domain Transfer in Knowledge Graphs Yucheng Zhang Beatrice Bevilacqua Mikhail Galkin Bruno Ribeiro 68 2 0 26 Feb 2025
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning Yuanning Cui Zequn Sun Wei Hu ReLM LRM 18 1 0 16 Oct 2024
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction Tianyu Liu Qitan Lv Jie Wang Shuling Yang Hanzhu Chen 31 3 0 09 Aug 2024
Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion Harry Shomer Jay Revolinsky Jiliang Tang 38 0 0 14 Jun 2024
Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors Filip Cornell Yifei Jin Jussi Karlgren Sarunas Girdzijauskas 20 0 0 25 Jan 2024
Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks D. Zanardini Emilio Serrano AI4CE GNN 29 0 0 10 Jan 2024
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs Nicolas Hubert Pierre Monnin Heiko Paulheim 22 2 0 08 Dec 2023
Towards Foundation Models for Knowledge Graph Reasoning Mikhail Galkin Xinyu Yuan Hesham Mostafa Jian Tang Zhaocheng Zhu VLM ReLM 39 36 0 06 Oct 2023
Towards Semantically Enriched Embeddings for Knowledge Graph Completion Mehwish Alam F. V. Harmelen Maribel Acosta 32 4 0 31 Jul 2023
Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction Ayan Chatterjee Robin G. Walters G. Menichetti Tina Eliassi-Rad AI4CE 29 2 0 17 Jul 2023
Do as I can, not as I get Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao 26 1 0 17 Jun 2023
Construction of Knowledge Graphs: State and Challenges Marvin Hofer Daniel Obraczka A. Saeedi Hanna Köpcke Erhard Rahm 26 31 0 22 Feb 2023
Exploring Wasserstein Distance across Concept Embeddings for Ontology Matching Yuan An Alexander Kalinowski Jane Greenberg 11 3 0 22 Jul 2022
Building Open Knowledge Graph for Metal-Organic Frameworks (MOF-KG): Challenges and Case Studies Yuan‐Yuan An Jane Greenberg Xintong Zhao Xiaohua Hu Scott J. Mcclellan ... Kyle Langlois Jacob Furst Diego A. Gómez-Gualdrón Fernando Fajardo-Rojas Katherine Ardila AI4CE 31 5 0 10 Jul 2022
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction Tara Safavi Doug Downey Tom Hope 24 6 0 16 May 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 174 1,106 0 27 Apr 2021
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings Mehdi Ali M. Berrendorf Charles Tapley Hoyt Laurent Vermue Sahand Sharifzadeh Volker Tresp Jens Lehmann 39 142 0 28 Jul 2020