zjukg/KG-MM-Survey
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
This project is a curated collection of academic papers exploring how Knowledge Graphs (KGs) and Multi-Modal Learning intersect. It helps researchers understand current trends and identify key studies where KGs enhance multi-modal tasks (like image classification or visual question answering) or where KGs themselves are extended to include multi-modal information. Researchers in AI, machine learning, and data science who are working on advanced AI systems that combine different types of data (text, images, audio, etc.) with structured knowledge will find this valuable.
479 stars.
Use this if you are an AI researcher or practitioner looking for a structured overview of the latest academic work at the intersection of Knowledge Graphs and Multi-Modal Learning.
Not ideal if you are looking for an off-the-shelf software tool or a tutorial for implementing multi-modal AI solutions.
Stars
479
Forks
25
Language
—
License
MIT
Category
Last pushed
Mar 02, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/zjukg/KG-MM-Survey"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
chrisliu298/awesome-llm-unlearning
A resource repository for machine unlearning in large language models
worldbench/awesome-vla-for-ad
🌐 Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future
hijkzzz/Awesome-LLM-Strawberry
A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.
worldbench/awesome-spatial-intelligence
🌐 Forging Spatial Intelligence: A Roadmap of Multi-Modal Data Pre-Training for Autonomous Systems
worldbench/DriveBench
[ICCV 2025] Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability,...