Towards Open-World Retrieval-Augmented Generation on Knowledge Graph: A Multi-Agent Collaboration Framework
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Jiasheng, Li, Mingda, Tang, Yongqiang, Wang, Peijie, Zhang, Wensheng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care
by: Song, Yutong, et al.
Published: (2025)
by: Song, Yutong, et al.
Published: (2025)
MGAA: Multi-Granular Adaptive Allocation fof Low-Rank Compression of LLMs
by: Li, Guangyan, et al.
Published: (2025)
by: Li, Guangyan, et al.
Published: (2025)
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery
by: Qu, Yuxun, et al.
Published: (2024)
by: Qu, Yuxun, et al.
Published: (2024)
Towards Better Evolution Modeling for Temporal Knowledge Graphs
by: Jiasheng, Zhang, et al.
Published: (2026)
by: Jiasheng, Zhang, et al.
Published: (2026)
Retrieval-Augmented Generation with Hierarchical Knowledge
by: Huang, Haoyu, et al.
Published: (2025)
by: Huang, Haoyu, et al.
Published: (2025)
A Collaborative Multi-Agent Approach to Retrieval-Augmented Generation Across Diverse Data
by: Salve, Aniruddha, et al.
Published: (2024)
by: Salve, Aniruddha, et al.
Published: (2024)
DuetRAG: Collaborative Retrieval-Augmented Generation
by: Jiao, Dian, et al.
Published: (2024)
by: Jiao, Dian, et al.
Published: (2024)
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs
by: Tang, Xiaqiang, et al.
Published: (2024)
by: Tang, Xiaqiang, et al.
Published: (2024)
Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
by: Yun, Sukwon, et al.
Published: (2026)
by: Yun, Sukwon, et al.
Published: (2026)
LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models
by: Li, Guangyan, et al.
Published: (2024)
by: Li, Guangyan, et al.
Published: (2024)
Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning
by: Li, Bo, et al.
Published: (2026)
by: Li, Bo, et al.
Published: (2026)
Knowledge Graph-Guided Retrieval Augmented Generation
by: Zhu, Xiangrong, et al.
Published: (2025)
by: Zhu, Xiangrong, et al.
Published: (2025)
MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
by: Wu, Chuanjie, et al.
Published: (2026)
by: Wu, Chuanjie, et al.
Published: (2026)
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models
by: Li, Mingda, et al.
Published: (2024)
by: Li, Mingda, et al.
Published: (2024)
RAGraph: A General Retrieval-Augmented Graph Learning Framework
by: Jiang, Xinke, et al.
Published: (2024)
by: Jiang, Xinke, et al.
Published: (2024)
MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework
by: Ling, Zihan, et al.
Published: (2025)
by: Ling, Zihan, et al.
Published: (2025)
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs
by: Conia, Simone, et al.
Published: (2024)
by: Conia, Simone, et al.
Published: (2024)
Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation
by: Zou, Deyu, et al.
Published: (2025)
by: Zou, Deyu, et al.
Published: (2025)
RAGA: Reading-And-Graph-building-Agent for Autonomous Knowledge Graph Construction and Retrieval-Augmented Generation
by: Han, Chengrui, et al.
Published: (2026)
by: Han, Chengrui, et al.
Published: (2026)
M$^3$Prune: Hierarchical Communication Graph Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation
by: Shao, Weizi, et al.
Published: (2025)
by: Shao, Weizi, et al.
Published: (2025)
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness
by: Zhou, Dongzhuoran, et al.
Published: (2025)
by: Zhou, Dongzhuoran, et al.
Published: (2025)
Less is More: Denoising Knowledge Graphs For Retrieval Augmented Generation
by: Zheng, Yilun, et al.
Published: (2025)
by: Zheng, Yilun, et al.
Published: (2025)
Knowledge Pyramid Construction for Multi-Level Retrieval-Augmented Generation
by: Chen, Rubing, et al.
Published: (2024)
by: Chen, Rubing, et al.
Published: (2024)
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation
by: Ye, Hao, et al.
Published: (2025)
by: Ye, Hao, et al.
Published: (2025)
S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering
by: Fu, Rong, et al.
Published: (2026)
by: Fu, Rong, et al.
Published: (2026)
Knowledge-Intensive Video Generation
by: Wang, Chenxu, et al.
Published: (2026)
by: Wang, Chenxu, et al.
Published: (2026)
KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation
by: Chen, Qizhi, et al.
Published: (2026)
by: Chen, Qizhi, et al.
Published: (2026)
LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
by: Chen, Zerui, et al.
Published: (2026)
by: Chen, Zerui, et al.
Published: (2026)
Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation
by: Yan, Yuchen, et al.
Published: (2025)
by: Yan, Yuchen, et al.
Published: (2025)
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation
by: Opoku, David Osei, et al.
Published: (2025)
by: Opoku, David Osei, et al.
Published: (2025)
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
by: Nguyen, Thang, et al.
Published: (2025)
by: Nguyen, Thang, et al.
Published: (2025)
MACReD: A Multi-Agent Collaborative Reasoning Framework for Reaction Diagram Parsing
by: Tang, Chuang, et al.
Published: (2026)
by: Tang, Chuang, et al.
Published: (2026)
HiChunk: Evaluating and Enhancing Retrieval-Augmented Generation with Hierarchical Chunking
by: Lu, Wensheng, et al.
Published: (2025)
by: Lu, Wensheng, et al.
Published: (2025)
A Survey on Knowledge-Oriented Retrieval-Augmented Generation
by: Cheng, Mingyue, et al.
Published: (2025)
by: Cheng, Mingyue, et al.
Published: (2025)
CoCoA: Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy
by: Jiang, Yi, et al.
Published: (2025)
by: Jiang, Yi, et al.
Published: (2025)
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
by: Yu, Junchi, et al.
Published: (2025)
by: Yu, Junchi, et al.
Published: (2025)
Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis
by: Li, Junzhuo, et al.
Published: (2025)
by: Li, Junzhuo, et al.
Published: (2025)
Graph Retrieval-Augmented Generation: A Survey
by: Peng, Boci, et al.
Published: (2024)
by: Peng, Boci, et al.
Published: (2024)
Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience
by: Gu, Jiawei, et al.
Published: (2025)
by: Gu, Jiawei, et al.
Published: (2025)
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
by: Xu, Zhentao, et al.
Published: (2024)
by: Xu, Zhentao, et al.
Published: (2024)
Similar Items
-
DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care
by: Song, Yutong, et al.
Published: (2025) -
MGAA: Multi-Granular Adaptive Allocation fof Low-Rank Compression of LLMs
by: Li, Guangyan, et al.
Published: (2025) -
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery
by: Qu, Yuxun, et al.
Published: (2024) -
Towards Better Evolution Modeling for Temporal Knowledge Graphs
by: Jiasheng, Zhang, et al.
Published: (2026) -
Retrieval-Augmented Generation with Hierarchical Knowledge
by: Huang, Haoyu, et al.
Published: (2025)