LIANGKE23/Awesome-Knowledge-Graph-Reasoning
A curated repository of academic works on knowledge graph reasoning, covering static, temporal, and multi-modal knowledge graphs with associated papers, codes, and datasets.

AKGR is an awesome-list style repository that aggregates research on knowledge graph reasoning. It organizes papers, implementations, and benchmark datasets across inductive, transductive, and extrapolation reasoning tasks. The collection is anchored by a 2024 survey published in IEEE Transactions on Pattern Analysis and Machine Intelligence covering knowledge graph reasoning across graph types including static, dynamic, and multi-modal variants.
Frequently asked
- What is LIANGKE23/Awesome-Knowledge-Graph-Reasoning?
- A curated repository of academic works on knowledge graph reasoning, covering static, temporal, and multi-modal knowledge graphs with associated papers, codes, and datasets.
- Is Awesome-Knowledge-Graph-Reasoning open source?
- Yes — LIANGKE23/Awesome-Knowledge-Graph-Reasoning is an open-source project tracked on heatdrop.
- How popular is Awesome-Knowledge-Graph-Reasoning?
- LIANGKE23/Awesome-Knowledge-Graph-Reasoning has 7 stars on GitHub.
- Where can I find Awesome-Knowledge-Graph-Reasoning?
- LIANGKE23/Awesome-Knowledge-Graph-Reasoning is on GitHub at https://github.com/LIANGKE23/Awesome-Knowledge-Graph-Reasoning.