Copertina

Failure is Feedback: History-Aware Backtracking for Agentic Traversal in Multimodal Graphs

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yun, Joohyung, Lee, Doyup, Han, Wook-Shin
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Information Retrieval
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval
di: Yun, Joohyung, et al.
Pubblicazione: (2026)

ReFeed: Retrieval Feedback-Guided Dataset Construction for Style-Aware Query Rewriting
di: Myung, Jiyoon, et al.
Pubblicazione: (2026)

HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval
di: Park, Sungho, et al.
Pubblicazione: (2026)

Why Neighborhoods Matter: Traversal Context and Provenance in Agentic GraphRAG
di: Terrenzi, Riccardo, et al.
Pubblicazione: (2026)

Doctor-RAG: Failure-Aware Repair for Agentic Retrieval-Augmented Generation
di: Jiao, Shuguang, et al.
Pubblicazione: (2026)

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data
di: Myung, Jiyoon, et al.
Pubblicazione: (2025)

COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation
di: Xu, Jinfeng, et al.
Pubblicazione: (2025)

History-Aware Conversational Dense Retrieval
di: Mo, Fengran, et al.
Pubblicazione: (2024)

ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG
di: Hu, Yikuan, et al.
Pubblicazione: (2025)

Beyond Positive History: Re-ranking with List-level Hybrid Feedback
di: Weng, Muyan, et al.
Pubblicazione: (2024)

Feedback Reciprocal Graph Collaborative Filtering
di: Chen, Weijun, et al.
Pubblicazione: (2024)

KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
di: Kim, Juyeon, et al.
Pubblicazione: (2025)

ObjectGraph: From Document Injection to Knowledge Traversal -- A Native File Format for the Agentic Era
di: Dubey, Mohit, et al.
Pubblicazione: (2026)

Task-Adaptive Retrieval over Agentic Multi-Modal Web Histories via Learned Graph Memory
di: Forouzandeh, Saman, et al.
Pubblicazione: (2026)

Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop QA
di: O, Sunah, et al.
Pubblicazione: (2026)

Rethinking Contrastive Learning for Graph Collaborative Filtering: Limitations and a Simple Remedy
di: Lee, Geon, et al.
Pubblicazione: (2026)

A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning
di: Liu, Jiate, et al.
Pubblicazione: (2026)

NFARec: A Negative Feedback-Aware Recommender Model
di: Wang, Xinfeng, et al.
Pubblicazione: (2024)

CAPER: Enhancing Career Trajectory Prediction using Temporal Knowledge Graph and Ternary Relationship
di: Lee, Yeon-Chang, et al.
Pubblicazione: (2024)

Agentic Feedback Loop Modeling Improves Recommendation and User Simulation
di: Cai, Shihao, et al.
Pubblicazione: (2024)

PaperMind: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLMs
di: Zhao, Yanjun, et al.
Pubblicazione: (2026)

Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback
di: Wang, Zheng, et al.
Pubblicazione: (2024)

MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model
di: Gu, Geonmo, et al.
Pubblicazione: (2026)

SynerGraph: An Integrated Graph Convolution Network for Multimodal Recommendation
di: Burabak, Mert, et al.
Pubblicazione: (2024)

Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal Recommendation
di: Kim, Sunwoo, et al.
Pubblicazione: (2026)

Fix Before Search: Benchmarking Agentic Query Visual Pre-processing in Multimodal Retrieval-augmented Generation
di: Zhang, Jiankun, et al.
Pubblicazione: (2026)

Negation is Not Semantic: Diagnosing Dense Retrieval Failure Modes for Trade-offs in Contradiction-Aware Biomedical QA
di: Sahoo, Soumya Ranjan, et al.
Pubblicazione: (2026)

PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering
di: Choi, Doyun, et al.
Pubblicazione: (2026)

MARC: Multimodal and Multi-Task Agentic Retrieval-Augmented Generation for Cold-Start Recommender System
di: Cho, Seung Hwan, et al.
Pubblicazione: (2025)

LGMRec: Local and Global Graph Learning for Multimodal Recommendation
di: Guo, Zhiqiang, et al.
Pubblicazione: (2023)

Knowledge Graph RAG: Agentic Crawling and Graph Construction in Enterprise Documents
di: Chakraborty, Koushik, et al.
Pubblicazione: (2026)

Multimodal RAG for Unstructured Data:Leveraging Modality-Aware Knowledge Graphs with Hybrid Retrieval
di: R, Rashmi, et al.
Pubblicazione: (2025)

AgenticRS-Architecture: System Design for Agentic Recommender Systems
di: Zhang, Hao, et al.
Pubblicazione: (2026)

Knowledge Graph Completion with Relation-Aware Anchor Enhancement
di: Yuan, Duanyang, et al.
Pubblicazione: (2025)

Enhancing Multimodal Recommendations with Vision-Language Models and Information-Aware Fusion
di: Kieu, Hai-Dang, et al.
Pubblicazione: (2025)

IGDMRec: Behavior Conditioned Item Graph Diffusion for Multimodal Recommendation
di: Guo, Ziyuan, et al.
Pubblicazione: (2025)

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs
di: Huang, Junjie, et al.
Pubblicazione: (2024)

From Raw Features to Effective Embeddings: A Three-Stage Approach for Multimodal Recipe Recommendation
di: Shin, Jeeho, et al.
Pubblicazione: (2025)

AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping
di: Kim, Sunghwan, et al.
Pubblicazione: (2026)

SAGE: Structure Aware Graph Expansion for Retrieval of Heterogeneous Data
di: Titiya, Prasham, et al.
Pubblicazione: (2026)