{"total":25,"rows":[{"id":"2306.02552","title":"User Behavior Simulation with Large Language Model based Agents","created":"2023-06-05","cited_by_count":140,"area":"agents"},{"id":"2308.16505","title":"Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations","created":"2023-08-31","cited_by_count":131,"area":"agents"},{"id":"2310.09233","title":"AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems","created":"2023-10-13","cited_by_count":116,"area":"agents"},{"id":"2502.10050","title":"A Survey on LLM-powered Agents for Recommender Systems","created":"2025-02-14","cited_by_count":50,"area":"agents"},{"id":"2507.21206","title":"Agentic Web: Weaving the Next Web with AI Agents","created":"2025-07-28","cited_by_count":45,"area":"agents"},{"id":"2308.09904","title":"RAH! RecSys-Assistant-Human: A Human-Centered Recommendation Framework with LLM Agents","created":"2023-08-19","cited_by_count":30,"area":"agents"},{"id":"2504.13192","title":"CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent","created":"2025-04-13","cited_by_count":25,"area":"agents"},{"id":"2601.08816","title":"MemRec: Collaborative Memory-Augmented Agentic Recommender System","created":"2026-01-13","cited_by_count":15,"area":"agents"},{"id":"2502.18754","title":"AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms","created":"2025-02-26","cited_by_count":12,"area":"agents"},{"id":"2503.23804","title":"DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents","created":"2025-03-31","cited_by_count":12,"area":"agents"},{"id":"2511.18413","title":"Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations","created":"2025-11-23","cited_by_count":10,"area":"agents"},{"id":"2405.18113","title":"MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting","created":"2024-05-28","cited_by_count":8,"area":"agents"},{"id":"2309.04565","title":"A Versatile Graph Learning Approach through LLM-based Agent","created":"2023-09-08","cited_by_count":6,"area":"agents"},{"id":"2310.04230","title":"Lending Interaction Wings to Recommender Systems with Conversational Agents","created":"2023-10-06","cited_by_count":6,"area":"agents"},{"id":"2604.02211","title":"Multi-Agent Video Recommenders: Evolution, Patterns, and Open Challenges","created":"2026-04-02","cited_by_count":6,"area":"agents"},{"id":"2510.01609","title":"AgentRec: Next-Generation LLM-Powered Multi-Agent Collaborative Recommendation with Adaptive Intelligence","created":"2025-10-02","cited_by_count":4,"area":"agents"},{"id":"2603.03761","title":"AgentSelect: Benchmark for Narrative Query-to-Agent Recommendation","created":"2026-03-04","cited_by_count":3,"area":"agents"},{"id":"2602.05945","title":"AgenticTagger: Structured Item Representation for Recommendation with LLM Agents","created":"2026-02-05","cited_by_count":2,"area":"agents"},{"id":"2609.11942","title":"Position: Recommender Systems Should Move Beyond Platform-Centric Ranking toward Personal Agent-Mediated Recommendation","created":"2026-07-21","cited_by_count":1,"area":"agents"},{"id":"2606.29762","title":"Do Recommendation Algorithms Work When Users Are LLM Agents? A Case Study on Moltbook","created":"2026-06-29","cited_by_count":0,"area":"agents"},{"id":"2607.25420","title":"MARS: Multi-Agent Re-ranking for Repeat-Order Food Delivery Recommendation","created":"2026-07-28","cited_by_count":0,"area":"agents"},{"id":"2608.06632","title":"Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation","created":"2026-08-06","cited_by_count":0,"area":"agents"},{"id":"2608.16919","title":"CARA: Cognitive Adaptive Recommendation Agent","created":"2026-08-02","cited_by_count":0,"area":"agents"},{"id":"2609.09551","title":"An Efficient and Effective Agentic Group Shilling Attack on Recommender Systems","created":"2026-09-09","cited_by_count":0,"area":"agents"},{"id":"2609.11945","title":"Who Are We Recommending To? Recommender Systems in the Agentic Web","created":"2026-07-22","cited_by_count":0,"area":"agents"}],"next_cursor":null}