{"total":75,"rows":[{"id":"2502.12110","title":"A-MEM: Agentic Memory for LLM Agents","created":"2025-02-17","cited_by_count":1063,"area":"agents"},{"id":"2504.19413","title":"Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory","created":"2025-04-28","cited_by_count":779,"area":"agents"},{"id":"2508.19828","title":"Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning","created":"2025-08-27","cited_by_count":237,"area":"agents"},{"id":"2503.16416","title":"Survey on Evaluation of LLM-based Agents","created":"2025-03-20","cited_by_count":204,"area":"agents"},{"id":"2601.02553","title":"SimpleMem: Efficient Lifelong Memory for LLM Agents","created":"2026-01-05","cited_by_count":149,"area":"agents"},{"id":"2602.02474","title":"MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents","created":"2026-02-02","cited_by_count":142,"area":"agents"},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2507.06229","title":"Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving","created":"2025-07-08","cited_by_count":94,"area":"agents"},{"id":"2503.21760","title":"MemInsight: Autonomous Memory Augmentation for LLM Agents","created":"2025-03-27","cited_by_count":85,"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":"2412.15266","title":"On the Structural Memory of LLM Agents","created":"2024-12-17","cited_by_count":37,"area":"agents"},{"id":"2603.03296","title":"PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents","created":"2026-02-06","cited_by_count":32,"area":"agents"},{"id":"2510.23587","title":"A Survey of Data Agents: Emerging Paradigm or Overstated Hype?","created":"2025-10-27","cited_by_count":30,"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":"2410.08143","title":"DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory","created":"2024-10-10","cited_by_count":27,"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":"2512.16301","title":"Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills","created":"2025-12-18","cited_by_count":22,"area":"agents"},{"id":"2602.19320","title":"Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations","created":"2026-02-22","cited_by_count":21,"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":"2503.03196","title":"SpiritSight Agent: Advanced GUI Agent with One Look","created":"2025-03-05","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":"2603.25973","title":"MemoryCD: Benchmarking Long-Context User Memory of LLM Agents for Lifelong Cross-Domain Personalization","created":"2026-03-26","cited_by_count":17,"area":"agents"},{"id":"2512.01939","title":"An Empirical Study of Agent Developer Practices in AI Agent Frameworks","created":"2025-12-01","cited_by_count":14,"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":"2510.01353","title":"MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments","created":"2025-10-01","cited_by_count":13,"area":"agents"},{"id":"2602.06025","title":"Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory","created":"2026-02-05","cited_by_count":13,"area":"agents"},{"id":"2604.07798","title":"Lightweight LLM Agent Memory with Small Language Models","created":"2026-04-09","cited_by_count":13,"area":"agents"},{"id":"2605.05583","title":"Belief Memory: Agent Memory Under Partial Observability","created":"2026-05-07","cited_by_count":11,"area":"agents"},{"id":"2509.18713","title":"MemOrb: A Plug-and-Play Verbal-Reinforcement Memory Layer for E-Commerce Customer Service","created":"2025-09-23","cited_by_count":7,"area":"agents"},{"id":"2508.09632","title":"Preacher: Paper-to-Video Agentic System","created":"2025-08-13","cited_by_count":6,"area":"agents"},{"id":"2601.03785","title":"Membox: Weaving Topic Continuity into Long-Range Memory for LLM Agents","created":"2026-01-07","cited_by_count":6,"area":"agents"},{"id":"2604.16839","title":"HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents","created":"2026-04-18","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":"2506.09656","title":"Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives","created":"2025-06-11","cited_by_count":5,"area":"agents"},{"id":"2509.11914","title":"EgoMem: Lifelong Memory Agent for Full-duplex Omnimodal Models","created":"2025-09-15","cited_by_count":5,"area":"agents"},{"id":"2602.14697","title":"Evolutionary System Prompt Learning for Reinforcement Learning in LLMs","created":"2026-02-16","cited_by_count":5,"area":"agents"},{"id":"2604.18349","title":"HiGMem: A Hierarchical and LLM-Guided Memory System for Long-Term Conversational Agents","created":"2026-04-20","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":"2603.03290","title":"AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents","created":"2026-02-05","cited_by_count":4,"area":"agents"},{"id":"2602.07885","title":"MemCoRe: Recovering Evidence from Progressively Compressed Factual Knowledge for Agent Memory","created":"2026-02-08","cited_by_count":3,"area":"agents"},{"id":"2602.13594","title":"Hippocampus: An Efficient and Scalable Memory Module for Agentic AI","created":"2026-02-14","cited_by_count":3,"area":"agents"},{"id":"2605.30711","title":"SAGE: A Novelty Gate for Efficient Memory Evolution in Agentic LLMs","created":"2026-05-29","cited_by_count":3,"area":"agents"},{"id":"2608.13334","title":"RippleMem: From Isolated Retrieval to Associative Recollection for Long-Term Agent Memory","created":"2026-08-13","cited_by_count":3,"area":"agents"},{"id":"2506.17001","title":"PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents","created":"2025-06-20","cited_by_count":2,"area":"agents"},{"id":"2601.06282","title":"Amory: Building Coherent Narrative-Driven Agent Memory through Agentic Reasoning","created":"2026-01-09","cited_by_count":2,"area":"agents"},{"id":"2606.03841","title":"EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management","created":"2026-06-02","cited_by_count":2,"area":"agents"},{"id":"2607.21604","title":"AgentKVShift: Efficient KV Cache Reuse for Agentic Memory Systems","created":"2026-05-15","cited_by_count":2,"area":"agents"},{"id":"2607.24097","title":"MemChain: Learning Interpretable Memory Traces for Memory-Augmented LLM Agents","created":"2026-07-27","cited_by_count":2,"area":"agents"},{"id":"2608.22610","title":"Coalition-Aware Skill Reliability for Self-Evolving Agents","created":"2026-08-23","cited_by_count":2,"area":"agents"},{"id":"2608.22767","title":"The Retriever Should Remember: Experience-Amortized Reranking for Long-Term Agent Memory","created":"2026-08-24","cited_by_count":2,"area":"agents"},{"id":"2608.28476","title":"ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL","created":"2026-08-28","cited_by_count":2,"area":"agents"},{"id":"2509.21848","title":"Graph of Agents: Principled Long Context Modeling by Emergent Multi-Agent Collaboration","created":"2025-09-26","cited_by_count":1,"area":"agents"},{"id":"2604.19771","title":"Cognis: Context-Aware Memory for Conversational AI Agents","created":"2026-03-27","cited_by_count":1,"area":"agents"},{"id":"2604.20117","title":"To Know is to Construct: Schema-Constrained Generation for Agent Memory","created":"2026-04-22","cited_by_count":1,"area":"agents"},{"id":"2604.26197","title":"Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent","created":"2026-04-29","cited_by_count":1,"area":"agents"},{"id":"2606.03329","title":"InfoMem: Training Long-Context Memory Agents with Answer-Conditioned Information Gain","created":"2026-06-02","cited_by_count":1,"area":"agents"},{"id":"2606.04120","title":"SaliMory: Orchestrating Cognitive Memory for Conversational Agents","created":"2026-06-02","cited_by_count":1,"area":"agents"},{"id":"2608.15008","title":"Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents","created":"2026-08-15","cited_by_count":1,"area":"agents"},{"id":"2608.30478","title":"Agents in the Large: Perception-Centered Architecture for Persistent Agents","created":"2026-08-31","cited_by_count":1,"area":"agents"},{"id":"2605.05974","title":"PragLocker: Protecting Agent Intellectual Property in Untrusted Deployments via Non-Portable Prompts","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2605.16598","title":"GRASP: Graph Agentic Search over Propositions for Multi-hop Question Answering","created":"2026-05-15","cited_by_count":0,"area":"agents"},{"id":"2606.07711","title":"Rosetta Memory: Adaptive Memory for Cross-LLM Agents","created":"2026-06-05","cited_by_count":0,"area":"agents"},{"id":"2608.04746","title":"Caching for the Future: Scrub Jay Episodic Memory Principles for Agent Memory Systems","created":"2026-08-05","cited_by_count":0,"area":"agents"},{"id":"2608.05095","title":"Hierarchical Graph Memory for LLM Agents with Path-level Localization and Rewrite","created":"2026-08-05","cited_by_count":0,"area":"agents"},{"id":"2608.06745","title":"MemPrism: Task-Conditioned Relational Memory Views for Long-Horizon Agents","created":"2026-08-07","cited_by_count":0,"area":"agents"},{"id":"2608.22310","title":"HERO: Human-profile Enhanced Retrieval Optimization Framework for Long-term Agent Memory","created":"2026-08-23","cited_by_count":0,"area":"agents"},{"id":"2609.06702","title":"PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents","created":"2026-09-06","cited_by_count":0,"area":"agents"},{"id":"2609.25686","title":"How Strongly Should Task State Influence an LLM Agent?","created":"2026-09-22","cited_by_count":0,"area":"agents"},{"id":"2609.28771","title":"Agent Memory with Episodic Retrieval for Financial Decision-Making","created":"2026-09-23","cited_by_count":0,"area":"agents"},{"id":"2609.30797","title":"HasMem: Hard-Origin Adaptively Softened Memory for Long-Term LLM Agents","created":"2026-09-25","cited_by_count":0,"area":"agents"},{"id":"2609.32520","title":"When Users Change Their Minds: Measuring and Repairing Intent Drift in LLM Agents","created":"2026-09-26","cited_by_count":0,"area":"agents"},{"id":"2610.01415","title":"Beyond Memory: Harnessing Long-Horizon Agents with Explicit Belief States","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.04838","title":"MemTrace: State-Consistent Memory for Long-Horizon Coding Agents","created":"2026-10-04","cited_by_count":0,"area":"agents"},{"id":"2610.13075","title":"LongHarness: Advancing Agentic Reasoning over 100M-Token Corpora via Stateful Evidence Management","created":"2026-10-09","cited_by_count":0,"area":"agents"}],"next_cursor":null}