Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Zhiqiang, Zhang, Yichi, Sun, Mengshu, Liang, Lei, Zhang, Wen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
by: Jiang, Zhouyu, et al.
Published: (2024)
by: Jiang, Zhouyu, et al.
Published: (2024)
K-ON: Stacking Knowledge On the Head Layer of Large Language Model
by: Guo, Lingbing, et al.
Published: (2025)
by: Guo, Lingbing, et al.
Published: (2025)
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
Bi'an: A Bilingual Benchmark and Model for Hallucination Detection in Retrieval-Augmented Generation
by: Jiang, Zhouyu, et al.
Published: (2025)
by: Jiang, Zhouyu, et al.
Published: (2025)
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction
by: Liu, Zhiqiang, et al.
Published: (2024)
by: Liu, Zhiqiang, et al.
Published: (2024)
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
by: Liu, Zhiqiang, et al.
Published: (2025)
by: Liu, Zhiqiang, et al.
Published: (2025)
Making Large Language Models Perform Better in Knowledge Graph Completion
by: Zhang, Yichi, et al.
Published: (2023)
by: Zhang, Yichi, et al.
Published: (2023)
OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
by: Liu, Zhiqiang, et al.
Published: (2025)
by: Liu, Zhiqiang, et al.
Published: (2025)
NativE: Multi-modal Knowledge Graph Completion in the Wild
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
Every Little Helps: Building Knowledge Graph Foundation Model with Fine-grained Transferable Multi-modal Tokens
by: Zhang, Yichi, et al.
Published: (2026)
by: Zhang, Yichi, et al.
Published: (2026)
When Modalities Remember: Continual Learning for Multimodal Knowledge Graphs
by: Li, Linyu, et al.
Published: (2026)
by: Li, Linyu, et al.
Published: (2026)
MAQInstruct: Instruction-based Unified Event Relation Extraction
by: Xu, Jun, et al.
Published: (2025)
by: Xu, Jun, et al.
Published: (2025)
ChatUIE: Exploring Chat-based Unified Information Extraction using Large Language Models
by: Xu, Jun, et al.
Published: (2024)
by: Xu, Jun, et al.
Published: (2024)
MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion
by: Liu, Pengjie
Published: (2024)
by: Liu, Pengjie
Published: (2024)
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
by: Gong, Zhaoyan, et al.
Published: (2025)
by: Gong, Zhaoyan, et al.
Published: (2025)
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
by: Zhang, Ningyu, et al.
Published: (2024)
by: Zhang, Ningyu, et al.
Published: (2024)
Noise-powered Multi-modal Knowledge Graph Representation Framework
by: Chen, Zhuo, et al.
Published: (2024)
by: Chen, Zhuo, et al.
Published: (2024)
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
by: Yuan, Lin, et al.
Published: (2025)
by: Yuan, Lin, et al.
Published: (2025)
Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
Efficient Knowledge Infusion via KG-LLM Alignment
by: Jiang, Zhouyu, et al.
Published: (2024)
by: Jiang, Zhouyu, et al.
Published: (2024)
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
by: Hua, Yin, et al.
Published: (2025)
by: Hua, Yin, et al.
Published: (2025)
Exploring Typographic Visual Prompts Injection Threats in Cross-Modality Generation Models
by: Cheng, Hao, et al.
Published: (2025)
by: Cheng, Hao, et al.
Published: (2025)
Flow-Modulated Scoring for Semantic-Aware Knowledge Graph Completion
by: Li, Siyuan, et al.
Published: (2025)
by: Li, Siyuan, et al.
Published: (2025)
MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion
by: Liu, Pengjie
Published: (2024)
by: Liu, Pengjie
Published: (2024)
SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models
by: Yu, Jing, et al.
Published: (2025)
by: Yu, Jing, et al.
Published: (2025)
Continual Few-shot Event Detection via Hierarchical Augmentation Networks
by: Zhang, Chenlong, et al.
Published: (2024)
by: Zhang, Chenlong, et al.
Published: (2024)
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning
by: He, Zhitao, et al.
Published: (2024)
by: He, Zhitao, et al.
Published: (2024)
MKGL: Mastery of a Three-Word Language
by: Guo, Lingbing, et al.
Published: (2024)
by: Guo, Lingbing, et al.
Published: (2024)
Distributed Representations of Entities in Open-World Knowledge Graphs
by: Guo, Lingbing, et al.
Published: (2020)
by: Guo, Lingbing, et al.
Published: (2020)
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
by: Xu, Derong, et al.
Published: (2024)
by: Xu, Derong, et al.
Published: (2024)
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion
by: Su, Ying, et al.
Published: (2024)
by: Su, Ying, et al.
Published: (2024)
Self-Correction Distillation for Structured Data Question Answering
by: Zhu, Yushan, et al.
Published: (2025)
by: Zhu, Yushan, et al.
Published: (2025)
CHE-TKG: Collaborative Historical Evidence and Evolutionary Dynamics Learning for Temporal Knowledge Graph Reasoning
by: Lei, Shuai-long, et al.
Published: (2026)
by: Lei, Shuai-long, et al.
Published: (2026)
Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model
by: Geng, Yuxia, et al.
Published: (2023)
by: Geng, Yuxia, et al.
Published: (2023)
Progressive Knowledge Graph Completion
by: Li, Jiayi, et al.
Published: (2024)
by: Li, Jiayi, et al.
Published: (2024)
Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization
by: Zhang, Siyuan, et al.
Published: (2025)
by: Zhang, Siyuan, et al.
Published: (2025)
Similar Items
-
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
by: Zhang, Yichi, et al.
Published: (2024) -
Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks
by: Zhang, Yichi, et al.
Published: (2024) -
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
by: Jiang, Zhouyu, et al.
Published: (2024) -
K-ON: Stacking Knowledge On the Head Layer of Large Language Model
by: Guo, Lingbing, et al.
Published: (2025) -
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
by: Zhang, Yichi, et al.
Published: (2024)