ZJUKG

DOZSL

[Paper][KDD2022] Disentangled Ontology Embedding for Zero-shot Learning

ENeSy

[Paper][NeurIPS2022] Neural-Symbolic Entangled Framework for Complex Query Answering

KG-LLM-Papers

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

KG-MM-Survey

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

KGTransformer

[Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer

KnowPAT

[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering

MaKEr

[Paper][IJCAI2022] Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting

MorsE

[Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding

MyGO

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

NeuralKG

[Tool] For Knowledge Graph Representation Learning

zjukg/KG-LLM-Papers

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

zjukg/KG-MM-Survey

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

zjukg/NeuralKG

[Tool] For Knowledge Graph Representation Learning

zjukg/MyGO

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

zjukg/KnowPAT

[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering

zjukg/KoPA

[Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion

zjukg/Structure-CLIP

[Paper][AAAI2024]Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations

zjukg/MEAformer

[Paper][ACM MM 2023] MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid

zjukg/DUET

[Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning

zjukg/KGTransformer

[Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer

zjukg/UMAEA

[Paper][ISWC 2023] Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment

zjukg/NATIVE

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

zjukg/AdaMF-MAT

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

zjukg/MoMoK

[Paper][Preprint 2024] Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion

zjukg/CausE

[Paper][CCKS2023] CausE: Towards Causal Knowledge Graph Embedding

zjukg/LPKG

zjukg/MKGL

Mastery of a Three-Word Language for Knowledge Graph Completion

zjukg/SNAG

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

zjukg/CCKS2024_CGQA

zjukg/NCGNN

Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems

zjukg/Comprehensive-Study-over-Relational-Patterns

[Paper][ISWC 2023] A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning

zjukg/SeqCSG

Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph

zjukg/MANS

[Paper][IJCNN2023] Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding

zjukg/GEEA

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models

zjukg/MACO

[Paper][NLPCC 2023] MACO: A Modality Adversarial and Contrastive Framework for Modality-missing Multi-modal Knowledge Graph Completion

zjukg/GPHT-for-TSP

[Paper][TKDE 2024] Start From Zero: Triple Set Prediction for Automatic Knowledge Graph Completion

zjukg/MuDoK

[Paper][Preprint 2024] Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks

zjukg/ConferenceQA

zjukg/TrustUQA

[AAAI2025] TrustUQA: A Trustful Framework for Unified Structured Data Question

zjukg/InBox