Cover Image

Agent4POI: Agentic Context-Conditioned Affordance Reasoning for Multimodal Point-of-Interest Recommendation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Jinze, Zeng, Yangchen, Zhang, Tiehua, Zhang, Lu, Liu, Yuze, Liu, Yongchao, Ma, Xingjun, Sun, Zhu
Format:	Preprint
Published:	2026
Subjects:	Information Retrieval Artificial Intelligence Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ADS-POI: Agentic Spatiotemporal State Decomposition for Next Point-of-Interest Recommendation
by: Yu, Zhenyu, et al.
Published: (2026)

Deep Interest Mining for Intent-Enriched Semantic IDs in Multimodal Generative Recommendation
by: Zeng, Yangchen, et al.
Published: (2026)

HyperMAN: Hypergraph-enhanced Meta-learning Adaptive Network for Next POI Recommendation
by: Wang, Jinze, et al.
Published: (2025)

CaST-POI: Candidate-Conditioned Spatiotemporal Modeling for Next POI Recommendation
by: Yu, Zhenyu, et al.
Published: (2026)

Knowledge Graph Enhanced Language Agents for Recommendation
by: Guo, Taicheng, et al.
Published: (2024)

CogPlanner: Unveiling the Potential of Agentic Multimodal Retrieval Augmented Generation with Planning
by: Yu, Xiaohan, et al.
Published: (2025)

A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine
by: Shi, Yunxiao, et al.
Published: (2024)

An Comparative Analysis about KYC on a Recommendation System Toward Agentic Recommendation System
by: Xu, Junjie H.
Published: (2025)

LLMGreenRec: LLM-Based Multi-Agent Recommender System for Sustainable E-Commerce
by: Nguyen, Hao N., et al.
Published: (2026)

Personalized Recommendation Systems using Multimodal, Autonomous, Multi Agent Systems
by: Thakkar, Param, et al.
Published: (2024)

Ultra Low-Cost Two-Stage Multimodal System for Non-Normative Behavior Detection
by: Lu, Albert, et al.
Published: (2024)

Caesar: Deep Agentic Web Exploration for Creative Answer Synthesis
by: Liang, Jason, et al.
Published: (2026)

TechGraphRAG: An Agentic Graph-Augmented RAG Framework for Technical Literature Reasoning
by: Singh, Kanwar Bharat
Published: (2026)

Osprey: Production-Ready Agentic AI for Safety-Critical Control Systems
by: Hellert, Thorsten, et al.
Published: (2025)

Multi-Agent Video Recommenders: Evolution, Patterns, and Open Challenges
by: Ranganathan, Srivaths, et al.
Published: (2026)

Towards Efficient Hypergraph and Multi-LLM Agent Recommender Systems
by: Mukande, Tendai, et al.
Published: (2025)

Do We Really Need SFT? Prompt-as-Policy over Knowledge Graphs for Cold-start Next POI Recommendation
by: Wang, Jinze, et al.
Published: (2025)

Agentic SPARQL: Evaluating SPARQL-MCP-powered Intelligent Agents on the Federated KGQA Benchmark
by: Dobriy, Daniel, et al.
Published: (2026)

DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents
by: Yang, Shiyi, et al.
Published: (2025)

TriAlignGR: Triangular Multitask Alignment with Multimodal Deep Interest Mining for Generative Recommendation
by: Zeng, Yangchen, et al.
Published: (2026)

AgentSearchBench: A Benchmark for AI Agent Search in the Wild
by: Wu, Bin, et al.
Published: (2026)

Behind the Prompt: The Agent-User Problem in Information Retrieval
by: Zerhoudi, Saber, et al.
Published: (2026)

PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents
by: Goswami, Kanika, et al.
Published: (2025)

Nested Browser-Use Learning for Agentic Information Seeking
by: Li, Baixuan, et al.
Published: (2025)

TWICE: An LLM Agent Framework for Simulating Personalized User Tweeting Behavior with Long-term Temporal Features
by: Jin, Bingrui, et al.
Published: (2025)

Agent Ideate: A Framework for Product Idea Generation from Patents Using Agentic AI
by: Kanumolu, Gopichand, et al.
Published: (2025)

Agentic Cognitive Profiling: Realigning Automated Alzheimer's Disease Detection with Clinical Construct Validity
by: Kang, Jiawen, et al.
Published: (2026)

AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents
by: Jin, Jiarui, et al.
Published: (2026)

Next Point-of-interest (POI) Recommendation Model Based on Multi-modal Spatio-temporal Context Feature Embedding
by: Zhang, Lingyu, et al.
Published: (2025)

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
by: Wu, Chuanjie, et al.
Published: (2026)

LLM-Based Intelligent Agents for Music Recommendation: A Comparison with Classical Content-Based Filtering
by: Boadana, Ronald Carvalho, et al.
Published: (2025)

NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines
by: Wu, Junwei, et al.
Published: (2026)

Context-Adaptive Graph Neural Networks for Next POI Recommendation
by: Lei, Yu, et al.
Published: (2025)

GAAMA: Graph Augmented Associative Memory for Agents
by: Paul, Swarna Kamal, et al.
Published: (2026)

Multimodal Point-of-Interest Recommendation
by: Kanzawa, Yuta, et al.
Published: (2024)

BLUEPRINT Rebuilding a Legacy: Multimodal Retrieval for Complex Engineering Drawings and Documents
by: Seefried, Ethan, et al.
Published: (2026)

SynthAgent: A Multi-Agent LLM Framework for Realistic Patient Simulation -- A Case Study in Obesity with Mental Health Comorbidities
by: Aghaee, Arman, et al.
Published: (2026)

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

Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models
by: Xu, Can, et al.
Published: (2026)

Refine-POI: Reinforcement Fine-Tuned Large Language Models for Next Point-of-Interest Recommendation
by: Li, Peibo, et al.
Published: (2025)