Cover Image

HyperRAG: Reasoning N-ary Facts over Hypergraphs for Retrieval Augmented Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lien, Wen-Sheng, Chan, Yu-Kai, Hsiao, Hao-Lung, Ruan, Bo-Kai, Chiang, Meng-Fen, Chen, Chien-An, Yeh, Yi-Ren, Shuai, Hong-Han
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse
by: An, Yuwei, et al.
Published: (2025)

MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation
by: Hsiao, Chi-Hsiang, et al.
Published: (2025)

HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
by: Luo, Haoran, et al.
Published: (2025)

Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation
by: Feng, Yifan, et al.
Published: (2025)

Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning
by: Yin, Gongzhu, et al.
Published: (2025)

Training-and-Prompt-Free General Painterly Harmonization via Zero-Shot Disentenglement on Style and Content References
by: Hsiao, Teng-Fang, et al.
Published: (2024)

Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs
by: Ding, Zifeng, et al.
Published: (2023)

Efficient Computation of Hyper-triangles on Hypergraphs
by: Yin, Haozhe, et al.
Published: (2025)

RobustVisRAG: Causality-Aware Vision-Based Retrieval-Augmented Generation under Visual Degradations
by: Chen, I-Hsiang, et al.
Published: (2026)

From Query to Explanation: Uni-RAG for Multi-Modal Retrieval-Augmented Learning in STEM
by: Wu, Xinyi, et al.
Published: (2025)

PRoH: Dynamic Planning and Reasoning over Knowledge Hypergraphs for Retrieval-Augmented Generation
by: Zai, Xiangjun, et al.
Published: (2025)

ragR: Retrieval-Augmented Generation and RAG Assessment in R
by: Rehman, Muhammad Aimal, et al.
Published: (2026)

MultiFinRAG: An Optimized Multimodal Retrieval-Augmented Generation (RAG) Framework for Financial Question Answering
by: Gondhalekar, Chinmay, et al.
Published: (2025)

Is the Future Compatible? Diagnosing Dynamic Consistency in World Action Models
by: Ruan, Bo-Kai, et al.
Published: (2026)

Ranking-based Preference Optimization for Diffusion Models from Implicit User Feedback
by: Wu, Yi-Lun, et al.
Published: (2025)

Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation
by: Hu, Hao, et al.
Published: (2025)

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
by: Fu, Jia, et al.
Published: (2024)

EEG-MedRAG: Enhancing EEG-based Clinical Decision-Making via Hierarchical Hypergraph Retrieval-Augmented Generation
by: Wang, Yi, et al.
Published: (2025)

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
by: Jiang, Jinhao, et al.
Published: (2024)

REX-RAG: Reasoning Exploration with Policy Correction in Retrieval-Augmented Generation
by: Jiang, Wentao, et al.
Published: (2025)

MAD: Makeup All-in-One with Cross-Domain Diffusion Model
by: Ruan, Bo-Kai, et al.
Published: (2025)

FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
by: Zhang, Qinggang, et al.
Published: (2025)

Color Me Correctly: Bridging Perceptual Color Spaces and Text Embeddings for Improved Diffusion Generation
by: Tsai, Sung-Lin, et al.
Published: (2025)

VecSet-Edit: Unleashing Pre-trained LRM for Mesh Editing from Single Image
by: Hsiao, Teng-Fang, et al.
Published: (2026)

Retrieval-Augmented Generation with Graphs (GraphRAG)
by: Han, Haoyu, et al.
Published: (2024)

NICO-RAG: Multimodal Hypergraph Retrieval-Augmented Generation for Understanding the Nicotine Public Health Crisis
by: Serna-Aguilera, Manuel, et al.
Published: (2026)

SonicRAG : High Fidelity Sound Effects Synthesis Based on Retrival Augmented Generation
by: Guo, Yu-Ren, et al.
Published: (2025)

HyperGraphPro: Progress-Aware Reinforcement Learning for Structure-Guided Hypergraph RAG
by: Park, Jinyoung, et al.
Published: (2026)

ROG: Retrieval-Augmented LLM Reasoning for Complex First-Order Queries over Knowledge Graphs
by: Zhang, Ziyan, et al.
Published: (2026)

CrisiSense-RAG: Crisis Sensing Multimodal Retrieval-Augmented Generation for Rapid Disaster Impact Assessment
by: Xiao, Yiming, et al.
Published: (2026)

From Facts to Conclusions : Integrating Deductive Reasoning in Retrieval-Augmented LLMs
by: Mishra, Shubham, et al.
Published: (2025)

Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation
by: Krishna, Satyapriya, et al.
Published: (2024)

Few-shot Link Prediction on N-ary Facts
by: Wei, Jiyao, et al.
Published: (2023)

VideoRAG: Retrieval-Augmented Generation over Video Corpus
by: Jeong, Soyeong, et al.
Published: (2025)

RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
by: Wang, Yu, et al.
Published: (2025)

MotionRAG: Motion Retrieval-Augmented Image-to-Video Generation
by: Zhu, Chenhui, et al.
Published: (2025)

NotebookRAG: Retrieving Multiple Notebooks to Augment the Generation of EDA Notebooks for Crowd-Wisdom
by: Shan, Yi, et al.
Published: (2026)

How Retrieved Context Shapes Internal Representations in RAG
by: Yeh, Samuel, et al.
Published: (2026)

Score Replacement with Bounded Deviation for Rare Prompt Generation
by: Ruan, Bo-Kai, et al.
Published: (2025)

KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation
by: Fang, Jinyuan, et al.
Published: (2025)