ZJUKG

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54 repositories

KG-MM-Survey
Public
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
MIT License
•17•361•0•0•Updated Dec 10, 2024Dec 10, 2024
KG-LLM-Papers
Public
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
nlp awesome knowledge prompt survey knowledge-graph gpt language-models commonsense paper-list
MIT License
•120•1.6k•5•0•Updated Dec 5, 2024Dec 5, 2024
SNAG
Public
[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
Python
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MIT License
•1•14•0•0•Updated Nov 30, 2024Nov 30, 2024
InBox
Public
Python
•0•0•0•0•Updated Nov 28, 2024Nov 28, 2024
MKGL
Public
Mastery of a Three-Word Language for Knowledge Graph Completion
Python
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MIT License
•1•15•0•0•Updated Nov 5, 2024Nov 5, 2024
LPKG
Public
Python
•0•15•0•0•Updated Oct 18, 2024Oct 18, 2024
KoPA
Public
[Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion
knowledge-graph knowledge-graph-completion multi-modal knowledge-graph-embeddings large-language-models instruction-tuning multimodal-large-language-models
Python
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MIT License
•8•153•1•0•Updated Aug 12, 2024Aug 12, 2024
NATIVE
Public
[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
Python
•1•28•0•0•Updated Aug 12, 2024Aug 12, 2024
ConferenceQA
Public
Python
•1•1•0•0•Updated Aug 5, 2024Aug 5, 2024
MoMoK
Public
[Paper][Preprint 2024] Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion
knowledge-graph knowledge-graph-completion mutual-information knowledge-graph-embeddings mixture-of-experts contrastive-learning multi-modal-fusion multi-modal-knowledge-graph
Python
•1•17•0•0•Updated Jul 27, 2024Jul 27, 2024
MEAformer
Public
[Paper][ACM MM 2023] MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
transformer knowledge-graph alignment multi-modal meta-learning entity-alignment meaformer modality-alignment
Python
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MIT License
•3•58•1•0•Updated Jul 25, 2024Jul 25, 2024
GPHT-for-TSP
Public
[Paper][TKDE 2024] Start From Zero: Triple Set Prediction for Automatic Knowledge Graph Completion
Python
•1•3•1•0•Updated Jun 24, 2024Jun 24, 2024
Structure-CLIP
Public
[Paper][AAAI2024]Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations
Python
•6•118•2•0•Updated Jun 22, 2024Jun 22, 2024
KnowPAT
Public
[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
knowledge-graph question-answering large-language-models instruction-tuning preference-alignment domain-specific-qa
Python
•17•189•0•0•Updated Jun 10, 2024Jun 10, 2024
MyGO
Public
[Paper][AAAI 2025] MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion
knowledge-graph-completion multi-modal tokenization contrastive-learning multi-modal-fusion multi-modal-knowledge-graph mygo
Python
•4•224•0•0•Updated May 28, 2024May 28, 2024
MuDoK
Public
[Paper][Preprint 2024] Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks
knowledge-graph question-answering recommender-system recommendation transfer-learning cross-domain review-prediction pre-training prompt-tuning prefix-tuning
Python
•0•3•0•0•Updated May 24, 2024May 24, 2024
CCKS2024_CGQA
Public
Python
•1•12•0•0•Updated May 17, 2024May 17, 2024
AdaMF-MAT
Public
[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
Python
•3•23•0•0•Updated Apr 16, 2024Apr 16, 2024
UMAEA
Public
[Paper][ISWC 2023] Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
graph transformer knowledge-graph alignment entity-alignment missing-modality umaea modality-incomplete modality-ambiguous ambiguous-visual-modality
Python
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MIT License
•1•30•0•0•Updated Mar 14, 2024Mar 14, 2024
MACO
Public
[Paper][NLPCC 2023] MACO: A Modality Adversarial and Contrastive Framework for Modality-missing Multi-modal Knowledge Graph Completion
Python
•0•5•0•0•Updated Mar 11, 2024Mar 11, 2024
NeuralKG
Public
[Tool] For Knowledge Graph Representation Learning
python machine-learning deep-learning knowledge-graph knowledge-graph-completion link-prediction knowledge-graph-embeddings pytorch-lightning neuralkg
Python
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Apache License 2.0
•64•357•1•0•Updated Mar 8, 2024Mar 8, 2024
GEEA
Public
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
Python
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MIT License
•1•6•0•0•Updated Feb 24, 2024Feb 24, 2024
MANS
Public
[Paper][IJCNN2023] Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding
pytorch knowledge-graph negative-sampling mutli-modal
Python
•3•7•0•0•Updated Feb 10, 2024Feb 10, 2024
DUET
Public
[Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
semantic pytorch transformer cross-modal zero-shot-learning knowledge-transfer grounding visual-grounding pretrained-language-model
Python
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MIT License
•8•49•0•0•Updated Feb 9, 2024Feb 9, 2024
NCGNN
Public
Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems
Python
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MIT License
•1•10•0•0•Updated Oct 19, 2023Oct 19, 2023
Comprehensive-Study-over-Relational-Patterns
Public
[Paper][ISWC 2023] A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning
Python
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MIT License
•0•8•1•0•Updated Aug 31, 2023Aug 31, 2023
CausE
Public
[Paper][CCKS2023] CausE: Towards Causal Knowledge Graph Embedding
Python
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MIT License
•2•15•0•0•Updated Jul 30, 2023Jul 30, 2023
SeqCSG
Public
Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph
Python
•1•8•0•0•Updated Jul 26, 2023Jul 26, 2023
KGTransformer
Public
[Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer
Python
•5•48•2•0•Updated May 26, 2023May 26, 2023
NeuralKG-ind
Public
Python
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Apache License 2.0
•4•15•0•0•Updated May 26, 2023May 26, 2023