{"total":48,"rows":[{"id":"2501.13956","title":"Zep: A Temporal Knowledge Graph Architecture for Agent Memory","created":"2025-01-20","cited_by_count":400,"area":"agents"},{"id":"2512.13564","title":"Memory in the Age of AI Agents","created":"2025-12-15","cited_by_count":303,"area":"agents"},{"id":"2507.07957","title":"MIRIX: Multi-Agent Memory System for LLM-Based Agents","created":"2025-07-10","cited_by_count":173,"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":"2505.16067","title":"How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior","created":"2025-05-21","cited_by_count":101,"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":"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":"2509.18970","title":"LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions","created":"2025-09-23","cited_by_count":50,"area":"agents"},{"id":"2508.03341","title":"What Deserves Memory: Adaptive Memory Distillation for LLM Agents","created":"2025-08-05","cited_by_count":48,"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":"2603.03296","title":"PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents","created":"2026-02-06","cited_by_count":32,"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":"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":"2601.04786","title":"AgentOCR: Reimagining Agent History via Optical Self-Compression","created":"2026-01-08","cited_by_count":22,"area":"agents"},{"id":"2605.06716","title":"From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms","created":"2026-05-07","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":"2601.14192","title":"Toward Efficient Agents: Memory, Tool learning, and Planning","created":"2026-01-20","cited_by_count":16,"area":"agents"},{"id":"2511.12960","title":"ENGRAM: Effective, Lightweight Memory Orchestration for Conversational Agents","created":"2025-11-17","cited_by_count":15,"area":"agents"},{"id":"2507.02097","title":"The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems","created":"2025-07-02","cited_by_count":14,"area":"agents"},{"id":"2602.22680","title":"Toward Personalized LLM-Powered Agents: Foundations, Evaluation, and Future Directions","created":"2026-02-26","cited_by_count":14,"area":"agents"},{"id":"2601.16690","title":"EMemBench: Interactive Benchmarking of Episodic Memory for VLM Agents","created":"2026-01-23","cited_by_count":9,"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":"2608.16114","title":"HyperSkill: Self-Evolving LLM Agents via Hypergraph-Structured Skill Memory","created":"2026-08-17","cited_by_count":7,"area":"agents"},{"id":"2603.07024","title":"Enhancing Web Agents with a Hierarchical Memory Tree","created":"2026-03-07","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":"2605.31468","title":"AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle","created":"2026-05-29","cited_by_count":5,"area":"agents"},{"id":"2605.09278","title":"EquiMem: Calibrating Shared Memory in Multi-Agent Debate via Game-Theoretic Equilibrium","created":"2026-05-10","cited_by_count":4,"area":"agents"},{"id":"2605.09330","title":"The Trap of Trajectory: Towards Understanding and Mitigating Spurious Correlations in Agentic Memory","created":"2026-05-10","cited_by_count":4,"area":"agents"},{"id":"2608.18104","title":"Self-Evolving Agents as Dynamic Graph Transformation: A Survey and New Perspective","created":"2026-06-10","cited_by_count":4,"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":"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":"2510.02369","title":"AutoContext: Instance-Level Context Learning for LLM Agents","created":"2025-09-29","cited_by_count":1,"area":"agents"},{"id":"2510.15258","title":"Multi-dimensional Data Analysis and Applications Basing on LLM Agents and Knowledge Graph Interactions","created":"2025-10-17","cited_by_count":1,"area":"agents"},{"id":"2604.20855","title":"Caesar: Deep Agentic Web Exploration for Creative Answer Synthesis","created":"2026-02-24","cited_by_count":1,"area":"agents"},{"id":"2606.14674","title":"AgentSpec: Understanding Embodied Agent Scaffolds Through Controlled Composition","created":"2026-06-12","cited_by_count":1,"area":"agents"},{"id":"2608.16551","title":"What to Remember, What to Reveal: Privacy-Aware Memory for Conversational Agents","created":"2026-08-17","cited_by_count":1,"area":"agents"},{"id":"2603.01755","title":"Federated Agentic AI for Wireless Networks: Fundamentals, Approaches, and Applications","created":"2026-03-02","cited_by_count":0,"area":"agents"},{"id":"2605.13481","title":"PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents","created":"2026-05-13","cited_by_count":0,"area":"agents"},{"id":"2605.27864","title":"FundaPod: A Multi-Persona Agent Pod Architecture with Knowledge Graph Memory for AI-Assisted Fundamental Investment Research","created":"2026-05-27","cited_by_count":0,"area":"agents"},{"id":"2607.13884","title":"Experience Memory Graph: One-Shot Error Correction for Agents","created":"2026-07-15","cited_by_count":0,"area":"agents"},{"id":"2608.02553","title":"A Taxonomy of Cognitive Capability Gaps in Generative and Agentic AI","created":"2026-08-03","cited_by_count":0,"area":"agents"},{"id":"2608.04032","title":"EDATracer: An Agentic Framework for Large-Scale EDA Artifact Analysis","created":"2026-08-02","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":"2609.25686","title":"How Strongly Should Task State Influence an LLM Agent?","created":"2026-09-22","cited_by_count":0,"area":"agents"},{"id":"2609.32401","title":"Shared Worlds, Private Minds: Structured Memory for Long-Form Writing as World Creation","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"}],"next_cursor":null}