multi-modal-knowledge-graph

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LIANGKE23 /Awesome-Knowledge-Graph-Reasoning

AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

knowledge-graph knowledge-graph-reasoning temporal-knowledge-graph knowledge-graph-dataset multi-modal-knowledge-graph inductive-reasoning transductive-reasoning knowledge-graph-complete interpolation-reasoning extrapolation-reasoning

UpdatedDec 23, 2024

zjukg /KG-MM-Survey

Star428

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

information-extraction survey knowledge-graph awsome image-classification image-generation surveys entity-linking knowledge-graph-embeddings visual-question-answering entity-alignment paper-list awsome-list cross-modal-retrieval multi-modal-learning multi-modal-fusion large-language-models multi-modal-knowledge-graph

UpdatedDec 10, 2024

zjukg /MyGO

Star254

[Paper][AAAI 2025] (MyGO)Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation

knowledge-graph-completion multi-modal tokenization contrastive-learning multi-modal-fusion multi-modal-knowledge-graph mygo

UpdatedJun 5, 2025
Python

zjukg /NATIVE

Star36

[Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild

knowledge-graph knowledge-graph-completion multi-modal adversarial-learning imbalanced-learning incomplete-data multi-modal-fusion multi-modal-knowledge-graph

UpdatedAug 12, 2024
Python

zjukg /AdaMF-MAT

Star36

[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion

knowledge-graph knowledge-graph-completion multi-modal imbalanced-data adversarial-learning imbalanced-learning negative-sampling multi-modality multi-modal-fusion multi-modal-knowledge-graph

UpdatedApr 16, 2024
Python

zjukg /MoMoK

Star32

[Paper][ICLR 2025] Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning

knowledge-graph knowledge-graph-completion mutual-information knowledge-graph-embeddings mixture-of-experts contrastive-learning multi-modal-fusion multi-modal-knowledge-graph

UpdatedJun 12, 2025
Python

ngl567 /KGR-Survey

Star32

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects

awesome survey knowledge-graph knowledge-graph-completion few-shot-learning knowledge-graph-reasoning knowledge-graph-embedding temporal-reasoning multi-step-reasoning multi-modal-knowledge-graph inductive-reasoning large-language-model

UpdatedJul 11, 2025

zjukg /SNAG

Star20

[Paper][COLING 2025] Noise-powered Multi-modal Knowledge Graph Representation Framework

graph transformer knowledge-graph link unified knowledge-graph-completion link-prediction entity-alignment snag multi-modal-knowledge-graph knowledge-graph-representation missing-modality mmkg

UpdatedMay 11, 2025
Python

farahhuifanyang /Acalligence

Star12

Acalligence is an academic intelligence analysis system based on multi-modal knowledge graph (MMKG).

information-extraction intelligence-analysis system-design multi-modal-knowledge-graph

UpdatedAug 14, 2022
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