ZJUKG

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

NeuralKG

[Tool] For Knowledge Graph Representation Learning

MyGO

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

KnowPAT

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

KoPA

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

Structure-CLIP

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

MEAformer

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

DUET

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

UMAEA

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

NATIVE

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

AdaMF-MAT

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

MKGL

Mastery of a Three-Word Language for Knowledge Graph Completion

MoMoK

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

LPKG

SNAG

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

CCKS2024_CGQA

NCGNN

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

Comprehensive-Study-over-Relational-Patterns

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

OntoTune

[Paper][WWW2025] OntoTune: Ontology-Driven Self-training for Aligning Large Language Models

GEEA

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models

MANS

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

MACO

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

TrustUQA

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

GPHT-for-TSP

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

SUBARU

[Preprint] Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking

ConferenceQA

K-ON

K-ON: Stacking Knowledge On the Head Layer of Large Language Model, AAAI 2025 Oral

HyperSAT

InBox