{"total":230,"rows":[{"id":"2502.12110","title":"A-MEM: Agentic Memory for LLM Agents","created":"2025-02-17","cited_by_count":1063,"area":"agents"},{"id":"2512.13564","title":"Memory in the Age of AI Agents","created":"2025-12-15","cited_by_count":303,"area":"agents"},{"id":"2507.05257","title":"Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions","created":"2025-07-07","cited_by_count":254,"area":"agents"},{"id":"2503.21460","title":"Large Language Model Agent: A Survey on Methodology, Applications and Challenges","created":"2025-03-27","cited_by_count":205,"area":"agents"},{"id":"2601.02553","title":"SimpleMem: Efficient Lifelong Memory for LLM Agents","created":"2026-01-05","cited_by_count":149,"area":"agents"},{"id":"2408.02479","title":"From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future","created":"2024-08-05","cited_by_count":86,"area":"agents"},{"id":"2408.08927","title":"VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool","created":"2024-08-15","cited_by_count":85,"area":"agents"},{"id":"2602.16313","title":"MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks","created":"2026-02-18","cited_by_count":84,"area":"agents"},{"id":"2508.14111","title":"From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery","created":"2025-08-18","cited_by_count":77,"area":"agents"},{"id":"2604.08224","title":"Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering","created":"2026-04-09","cited_by_count":74,"area":"agents"},{"id":"2505.18279","title":"Collaborative Memory: Multi-User Memory Sharing in LLM Agents with Dynamic Access Control","created":"2025-05-23","cited_by_count":61,"area":"agents"},{"id":"2604.05333","title":"Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills","created":"2026-04-07","cited_by_count":55,"area":"agents"},{"id":"2511.03506","title":"HaluMem: Evaluating Hallucinations in Memory Systems of Agents","created":"2025-11-05","cited_by_count":54,"area":"agents"},{"id":"2410.12189","title":"DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing","created":"2024-10-16","cited_by_count":52,"area":"agents"},{"id":"2601.03236","title":"MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents","created":"2026-01-06","cited_by_count":52,"area":"agents"},{"id":"2602.06052","title":"A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents","created":"2026-01-14","cited_by_count":44,"area":"agents"},{"id":"2604.24594","title":"Skill Retrieval Augmentation for Agentic AI","created":"2026-04-27","cited_by_count":44,"area":"agents"},{"id":"2406.14550","title":"GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models","created":"2024-06-20","cited_by_count":43,"area":"agents"},{"id":"2409.14908","title":"KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems","created":"2024-09-23","cited_by_count":39,"area":"agents"},{"id":"2502.06975","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","created":"2025-02-10","cited_by_count":36,"area":"agents"},{"id":"2505.19549","title":"From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents","created":"2025-05-26","cited_by_count":29,"area":"agents"},{"id":"2509.21212","title":"SGMem: Sentence Graph Memory for Long-Term Conversational Agents","created":"2025-09-25","cited_by_count":29,"area":"agents"},{"id":"2604.16548","title":"A Survey on Long-Term Memory Security in LLM Agents: Attacks, Defenses, and Governance Across the Memory Lifecycle","created":"2026-04-17","cited_by_count":27,"area":"agents"},{"id":"2604.17870","title":"GraSP: Graph-Structured Skill Compositions for LLM Agents","created":"2026-04-20","cited_by_count":26,"area":"agents"},{"id":"2501.11067","title":"IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems","created":"2025-01-19","cited_by_count":25,"area":"agents"},{"id":"2602.05665","title":"Graph-based Agent Memory: Taxonomy, Techniques, and Applications","created":"2026-02-05","cited_by_count":25,"area":"agents"},{"id":"2506.18019","title":"Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities","created":"2025-06-22","cited_by_count":23,"area":"agents"},{"id":"2510.05520","title":"CAM: A Constructivist View of Agentic Memory for LLM-Based Reading Comprehension","created":"2025-10-07","cited_by_count":23,"area":"agents"},{"id":"2603.04549","title":"Adaptive Memory Admission Control for LLM Agents","created":"2026-03-04","cited_by_count":23,"area":"agents"},{"id":"2410.04660","title":"KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA","created":"2024-10-07","cited_by_count":20,"area":"agents"},{"id":"2601.18157","title":"Agentic Very Long Video Understanding","created":"2026-01-26","cited_by_count":20,"area":"agents"},{"id":"2604.12285","title":"GAM: Hierarchical Graph-based Agentic Memory for LLM Agents","created":"2026-04-14","cited_by_count":19,"area":"agents"},{"id":"2502.05453","title":"LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning","created":"2025-02-08","cited_by_count":18,"area":"agents"},{"id":"2601.06377","title":"HiMem: Hierarchical Long-Term Memory for LLM Long-Horizon Agents","created":"2026-01-10","cited_by_count":18,"area":"agents"},{"id":"2605.14498","title":"GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations","created":"2026-05-14","cited_by_count":17,"area":"agents"},{"id":"2606.03056","title":"SkillDAG: Self-Evolving Typed Skill Graphs for LLM Skill Selection at Scale","created":"2026-06-02","cited_by_count":16,"area":"agents"},{"id":"2501.06781","title":"Eliza: A Web3 friendly AI Agent Operating System","created":"2025-01-12","cited_by_count":15,"area":"agents"},{"id":"2601.08816","title":"MemRec: Collaborative Memory-Augmented Agentic Recommender System","created":"2026-01-13","cited_by_count":15,"area":"agents"},{"id":"2609.23986","title":"Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents","created":"2026-09-21","cited_by_count":14,"area":"agents"},{"id":"2503.05854","title":"Accelerating Earth Science Discovery via Multi-Agent LLM Systems","created":"2025-03-07","cited_by_count":13,"area":"agents"},{"id":"2508.18722","title":"VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft","created":"2025-08-26","cited_by_count":13,"area":"agents"},{"id":"2502.13010","title":"Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge","created":"2025-02-18","cited_by_count":12,"area":"agents"},{"id":"2605.27141","title":"VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions","created":"2026-05-26","cited_by_count":12,"area":"agents"},{"id":"2606.06054","title":"Beyond Similarity: Trustworthy Memory Search for Personal AI Agents","created":"2026-06-04","cited_by_count":12,"area":"agents"},{"id":"2606.20683","title":"From Question Answering to Task Completion: A Survey on Agent System and Harness Design","created":"2026-06-14","cited_by_count":12,"area":"agents"},{"id":"2606.06090","title":"Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents","created":"2026-06-04","cited_by_count":11,"area":"agents"},{"id":"2412.04093","title":"Practical Considerations for Agentic LLM Systems","created":"2024-12-05","cited_by_count":9,"area":"agents"},{"id":"2508.07880","title":"Multi-agent systems for chemical engineering: A review and perspective","created":"2025-08-11","cited_by_count":9,"area":"agents"},{"id":"2601.20730","title":"AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts","created":"2026-01-28","cited_by_count":9,"area":"agents"},{"id":"2602.01776","title":"Position: Beyond Model-Centric Prediction -- Agentic Time Series Forecasting","created":"2026-02-02","cited_by_count":9,"area":"agents"},{"id":"2603.19595","title":"All-Mem: Agentic Lifelong Memory via Dynamic Topology Evolution","created":"2026-03-20","cited_by_count":9,"area":"agents"},{"id":"2608.10509","title":"MAP-Graph: Provenance-Aware Shared Memory for Multi-Agent Workflows","created":"2026-08-11","cited_by_count":9,"area":"agents"},{"id":"2510.16720","title":"Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI","created":"2025-10-19","cited_by_count":8,"area":"agents"},{"id":"2602.17692","title":"Agentic Unlearning: When LLM Agent Meets Machine Unlearning","created":"2026-02-06","cited_by_count":8,"area":"agents"},{"id":"2603.16862","title":"Chronos: Temporal-Aware Conversational Agents with Structured Event Retrieval for Long-Term Memory","created":"2026-03-17","cited_by_count":8,"area":"agents"},{"id":"2605.03353","title":"SkCC: Portable and Secure Skill Compilation for Cross-Framework LLM Agents","created":"2026-05-05","cited_by_count":8,"area":"agents"},{"id":"2409.03440","title":"Rx Strategist: Prescription Verification using LLM Agents System","created":"2024-09-05","cited_by_count":7,"area":"agents"},{"id":"2507.10644","title":"From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents","created":"2025-07-14","cited_by_count":7,"area":"agents"},{"id":"2510.16392","title":"RGMem: Renormalization Group-inspired Memory Evolution for Language Agents","created":"2025-10-18","cited_by_count":7,"area":"agents"},{"id":"2510.19205","title":"WebGraphEval: Multi-Turn Trajectory Evaluation for Web Agents using Graph Representation","created":"2025-10-22","cited_by_count":7,"area":"agents"},{"id":"2603.02240","title":"SuperLocalMemory: Privacy-Preserving Multi-Agent Memory with Bayesian Trust Defense Against Memory Poisoning","created":"2026-02-17","cited_by_count":7,"area":"agents"},{"id":"2603.23234","title":"MemCollab: Cross-Model Memory Collaboration via Contrastive Trajectory Distillation","created":"2026-03-24","cited_by_count":7,"area":"agents"},{"id":"2606.06448","title":"Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads","created":"2026-06-04","cited_by_count":7,"area":"agents"},{"id":"2505.24584","title":"AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up","created":"2025-05-30","cited_by_count":6,"area":"agents"},{"id":"2512.22256","title":"Agentic Software Issue Resolution with Large Language Models: A Survey","created":"2025-12-24","cited_by_count":6,"area":"agents"},{"id":"2605.07042","title":"The Context Gathering Decision Process: A POMDP Framework for Agentic Search","created":"2026-05-07","cited_by_count":6,"area":"agents"},{"id":"2605.09104","title":"Token Economics for LLM Agents: A Dual-View Study from Computing and Economics","created":"2026-05-09","cited_by_count":6,"area":"agents"},{"id":"2605.09942","title":"HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution","created":"2026-05-11","cited_by_count":6,"area":"agents"},{"id":"2605.16217","title":"Argus: Evidence Assembly for Scalable Deep Research Agents","created":"2026-05-15","cited_by_count":6,"area":"agents"},{"id":"2606.22844","title":"RaMem: Contextual Reinstatement for Long-term Agentic Memory","created":"2026-06-22","cited_by_count":6,"area":"agents"},{"id":"2505.06328","title":"A Grounded Memory System For Smart Personal Assistants","created":"2025-05-09","cited_by_count":5,"area":"agents"},{"id":"2509.26048","title":"RE-Searcher: Robust Agentic Search with Goal-oriented Planning and Self-reflection","created":"2025-09-30","cited_by_count":5,"area":"agents"},{"id":"2510.06261","title":"AlphaApollo: A System for Deep Agentic Reasoning","created":"2025-10-05","cited_by_count":5,"area":"agents"},{"id":"2602.21477","title":"Pancake: Hierarchical Memory System for Multi-Agent LLM Serving","created":"2026-02-25","cited_by_count":5,"area":"agents"},{"id":"2603.21564","title":"Toward a Theory of Hierarchical Memory for Language Agents","created":"2026-03-23","cited_by_count":5,"area":"agents"},{"id":"2605.20833","title":"MemGym: a Long-Horizon Memory Environment for LLM Agents","created":"2026-05-20","cited_by_count":5,"area":"agents"},{"id":"2605.25869","title":"Mitigating Provenance-Role Collapse in Long-Term Agents via Typed Memory Representation","created":"2026-05-25","cited_by_count":5,"area":"agents"},{"id":"2607.22690","title":"LazyMem: Retrieve Broadly, Construct Selectively for Efficient Long-Term Agent Memory","created":"2026-07-17","cited_by_count":5,"area":"agents"},{"id":"2502.20689","title":"WiseMind: a knowledge-guided multi-agent framework for accurate and empathetic psychiatric diagnosis","created":"2025-02-28","cited_by_count":4,"area":"agents"},{"id":"2505.21471","title":"Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration","created":"2025-05-27","cited_by_count":4,"area":"agents"},{"id":"2511.18194","title":"Agent-as-a-Graph: Knowledge Graph-Based Tool and Agent Retrieval for LLM Multi-Agent Systems","created":"2025-11-22","cited_by_count":4,"area":"agents"},{"id":"2601.10702","title":"Grounding Agent Memory in Contextual Intent","created":"2026-01-15","cited_by_count":4,"area":"agents"},{"id":"2603.03290","title":"AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents","created":"2026-02-05","cited_by_count":4,"area":"agents"},{"id":"2605.06334","title":"MANTRA: Synthesizing SMT-Validated Compliance Benchmarks for Tool-Using LLM Agents","created":"2026-05-07","cited_by_count":4,"area":"agents"},{"id":"2605.15701","title":"H-Mem: A Novel Memory Mechanism for Evolving and Retrieving Agent Memory via a Hybrid Structure","created":"2026-05-15","cited_by_count":4,"area":"agents"},{"id":"2607.01243","title":"STRUCTSURVEY: Structured Agentic Retrieval for Automated Survey Paper Generation","created":"2026-05-12","cited_by_count":4,"area":"agents"},{"id":"2607.08032","title":"What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents","created":"2026-07-09","cited_by_count":4,"area":"agents"},{"id":"2409.19006","title":"Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis","created":"2024-09-21","cited_by_count":3,"area":"agents"},{"id":"2509.21035","title":"CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering","created":"2025-09-25","cited_by_count":3,"area":"agents"},{"id":"2511.20940","title":"Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs","created":"2025-11-26","cited_by_count":3,"area":"agents"},{"id":"2602.16653","title":"Agent Skill Framework: Perspectives on the Potential of Small to Medium Language Models in Industrial Environments","created":"2026-02-18","cited_by_count":3,"area":"agents"},{"id":"2603.00267","title":"Multi-Sourced, Multi-Agent Evidence Retrieval for Fact-Checking","created":"2026-02-27","cited_by_count":3,"area":"agents"},{"id":"2603.06007","title":"MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing","created":"2026-03-06","cited_by_count":3,"area":"agents"},{"id":"2603.17973","title":"TDAD: Test-Driven Agentic Development - Reducing Code Regressions in AI Coding Agents via Graph-Based Impact Analysis","created":"2026-03-18","cited_by_count":3,"area":"agents"},{"id":"2603.27910","title":"GAAMA: Graph Augmented Associative Memory for Agents","created":"2026-03-29","cited_by_count":3,"area":"agents"},{"id":"2604.00931","title":"PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor","created":"2026-04-01","cited_by_count":3,"area":"agents"},{"id":"2604.11419","title":"Beyond RAG for Cyber Threat Intelligence: A Systematic Evaluation of Graph-Based and Agentic Retrieval","created":"2026-04-13","cited_by_count":3,"area":"agents"},{"id":"2604.14972","title":"SAGER: Self-Evolving User Policy Skills for Recommendation Agent","created":"2026-04-16","cited_by_count":3,"area":"agents"},{"id":"2604.23970","title":"LLM-Guided Agentic Floor Plan Parsing for Accessible Indoor Navigation of Blind and Low-Vision People","created":"2026-04-27","cited_by_count":3,"area":"agents"},{"id":"2605.03312","title":"MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents","created":"2026-05-05","cited_by_count":3,"area":"agents"}],"next_cursor":"100"}