Image de couverture de livre

Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Shijie, Liu, Chengyi, Ding, Yujuan, Lin, Shanru, Ng, See-Kiong, Xin, Xu, Fan, Wenqi
Format:	Preprint
Publié:	2026
Sujets:	Information Retrieval
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
par: Wang, Shijie, et autres
Publié: (2025)

Diffusion Generative Recommendation with Continuous Tokens
par: Qu, Haohao, et autres
Publié: (2025)

STAR: Semantic-Tuned and Tail-Adaptive Retriever for Graph-Augmented Generation
par: Li, Shuai, et autres
Publié: (2026)

WebRec: Enhancing LLM-based Recommendations with Attention-guided RAG from Web
par: Zhao, Zihuai, et autres
Publié: (2025)

A Federated Framework for LLM-based Recommendation
par: Zhao, Jujia, et autres
Publié: (2024)

Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation
par: Ning, Liangbo, et autres
Publié: (2025)

Continuous-time Discrete-space Diffusion Model for Recommendation
par: Liu, Chengyi, et autres
Publié: (2025)

Improving Conversational Recommendation with Contextual Adaptation of External Recommenders and LLM-based Reranking
par: Li, Chuang, et autres
Publié: (2025)

HV-Attack: Hierarchical Visual Attack for Multimodal Retrieval Augmented Generation
par: Luo, Linyin, et autres
Publié: (2025)

Order-agnostic Identifier for Large Language Model-based Generative Recommendation
par: Lin, Xinyu, et autres
Publié: (2025)

ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
par: Huang, Jiani, et autres
Publié: (2026)

MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
par: Liu, Lihui, et autres
Publié: (2025)

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
par: Fan, Wenqi, et autres
Publié: (2024)

Learnable Item Tokenization for Generative Recommendation
par: Wang, Wenjie, et autres
Publié: (2024)

Efficient Inference for Large Language Model-based Generative Recommendation
par: Lin, Xinyu, et autres
Publié: (2024)

Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning
par: Bin, Yi, et autres
Publié: (2024)

Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
par: Lin, Xinyu, et autres
Publié: (2023)

Dynamic Spectral Denoising with Global-Context Attention for Multi-Behavior Recommendation
par: Cai, Miaomiao, et autres
Publié: (2026)

Beyond Description: A Multimodal Agent Framework for Insightful Chart Summarization
par: Bai, Yuhang, et autres
Publié: (2026)

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation
par: Meng, Zeyuan, et autres
Publié: (2025)

PriHA: A RAG-Enhanced LLM Framework for Primary Healthcare Assistant in Hong Kong
par: Chan, Richard Wai Cheung, et autres
Publié: (2026)

MATRAG: Multi-Agent Transparent Retrieval-Augmented Generation for Explainable Recommendations
par: Mehta, Sushant
Publié: (2026)

Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations
par: Zhao, Zihuai, et autres
Publié: (2025)

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation
par: Li, Zhaoxing, et autres
Publié: (2025)

Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
par: Qiu, Zhangchi, et autres
Publié: (2025)

Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graphs for Retrieval-Augmented Generation
par: Zhang, Ze Yu, et autres
Publié: (2025)

TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation
par: Qu, Haohao, et autres
Publié: (2024)

SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
par: Li, Haoxuan, et autres
Publié: (2025)

Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching
par: Ma, Chuangtao, et autres
Publié: (2025)

RAKG:Document-level Retrieval Augmented Knowledge Graph Construction
par: Zhang, Hairong, et autres
Publié: (2025)

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
par: Wu, Chuanjie, et autres
Publié: (2026)

Customized Retrieval-Augmented Generation with LLM for Debiasing Recommendation Unlearning
par: Zhang, Haichao, et autres
Publié: (2025)

Curriculum-scheduled Knowledge Distillation from Multiple Pre-trained Teachers for Multi-domain Sequential Recommendation
par: Sun, Wenqi, et autres
Publié: (2024)

Generative Data Augmentation in Graph Contrastive Learning for Recommendation
par: Wang, Yansong, et autres
Publié: (2025)

BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs
par: Pan, Duyi, et autres
Publié: (2026)

Unlocking Biological Workflows for Robust Protein-Text Question Answering: A Dual-Dimensional RAG Framework
par: Ding, Li, et autres
Publié: (2026)

Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs
par: Huang, Jiani, et autres
Publié: (2025)

Leveraging Memory Retrieval to Enhance LLM-based Generative Recommendation
par: Wang, Chengbing, et autres
Publié: (2024)

Inductive Generative Recommendation via Retrieval-based Speculation
par: Ding, Yijie, et autres
Publié: (2024)

Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation
par: Nguyen, Van-Khang, et autres
Publié: (2025)