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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
| Date | Stars |
|---|---|
| 2026-07-24 | 502 |
| 2026-07-25 | 502 |
| 2026-07-28 | 502 |
| 2026-07-30 | 502 |
| 2026-08-06 | 502 |
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growth rate 0.00%/day
# KG-MM-Survey [](https://github.com/zjukg/KG-MM-Survey) [](https://github.com/zjukg/KG-MM-Survey/blob/main/LICENSE)    > 🙌 This repository collects papers integrating Knowledge Graphs (KGs) and Multi-Modal Learning, focusing on research in two principal aspects: **KG-driven Multi-Modal (KG4MM) learning**, where KGs support multi-modal tasks, and **Multi-Modal Knowledge Graph (MM4KG)**, which extends KG studies into the MMKG realm. 😎 Welcome to recommend missing papers through **`Adding Issues`** or **`Pull Requests`**. <details> <summary>👈 🔎 Roadmap </summary>  </details> <details> <summary>👈 🔔 News </summary> - **`2024-12` Our Paper [Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation](https://arxiv.org/abs/2404.09468) [[`Repo`](https://github.com/zjukg/MyGO)] has been accepted by AAAI 2025.** - **`2024-11` Our Paper [Noise-powered Multi-modal Knowledge Graph Representation Framework](https://arxiv.org/abs/2403.06832) [[`Repo`](https://github.com/zjukg/SNAG)] has been accepted by COLING 2025.** - **`2024-08` We preprint our Paper [Cross-composition Feature Disentanglement for Compositional Zero-shot Learning](https://arxiv.org/abs/2408.09786) [[`Repo`](https://anonymous.4open.science/r/DCDA-0BF7)].** - **`2024-07` Our Paper [NativE: Multi-modal Knowledge Graph Completion in the Wild](https://dl.acm.org/doi/abs/10.1145/3626772.3657800) [[`Repo`](https://github.com/zjukg/NATIVE)] has been published by SIGIR 2024.** - **`2024-05` Our Paper [Unified Hallucination Detection for Multimodal Large Language Models](https://arxiv.org/abs/2402.03190) [[`Repo`](https://github.com/zjunlp/EasyDetect)] has been accepted by ACL 2024.** - **`2024-05` We preprint our Paper [Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion](https://arxiv.org/abs/2405.16869) [[`Repo`](https://github.com/zjukg/MoMoK)].** - **`2024-04` We preprint our Paper [MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion](https://arxiv.org/abs/2404.09468) [[`Repo`](https://github.com/zjukg/MyGO)].** - **`2024-04` Our Paper [LLM-based Multi-Level Knowledge Generation for Few-shot Knowledge Graph Completion](https://www.ijcai.org/proceedings/2024/0236.pdf) [[`Repo`](https://github.com/xiaoqian19940510/MuKDC)] has been accepted by IJCAI 2024.** - **`2024-04` Our Paper [Continual Multimodal Knowledge Graph Construction](https://arxiv.org/abs/2305.08698) [[`Repo`](https://github.com/zjunlp/ContinueMKGC)] has been accepted by IJCAI 2024.** - **`2024-03` Our Paper [Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations](https://ojs.aaai.org/index.php/AAAI/article/view/28017) [[`Repo`](https://github.com/zjukg/Structure-CLIP)] has been accepted by AAAI 2024.** - **`2024-02` Our Paper [Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion](https://arxiv.org/pdf/2402.15444) [[`Repo`](https://github.com/zjukg/AdaMF-MAT)] has been accepted by COLING 2024.** - **`2024-02` We preprint our Survey [Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey](http://arxiv.org/abs/2402.05391) [[`Repo`](https://github.com/zjukg/KG-MM-Survey)].** - **`2024-02` We preprint our Paper [ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment](https://arxiv.org/abs/2402.11000) [[`Repo`](https://github.com/lyyf2002/ASGEA)].** - **`2024-01` Our paper [Revisit and Outstrip Entity Alignment: A Perspective of Generative Models](https://arxiv.org/abs/2305.14651) [[Repo](https://github.com/zjukg/GEEA)] is accepted by ICLR 2024 !** - **`2023-10` Our paper: [Rethinking U
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Zhuo Chen · Zhejiang University · China
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Xiaoze Liu
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:c45082d1bfe70c1d, topic:visual-question-answering, readme:multimodal
matched fp:c45082d1bfe70c1d, topic:large-language-models
matched fp:c45082d1bfe70c1d, topic:information-extraction, readme:tokenization
matched fp:c45082d1bfe70c1d, topic:knowledge-graph, readme:knowledge graph