{"total":40,"rows":[{"id":"2512.06688","title":"PersonaMem-v2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memory","created":"2025-12-07","cited_by_count":88,"area":"agents"},{"id":"2507.22034","title":"UserBench: An Interactive Gym Environment for User-Centric Agents","created":"2025-07-29","cited_by_count":76,"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":"2509.19736","title":"UserRL: Training Interactive User-Centric Agent via Reinforcement Learning","created":"2025-09-24","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":"2601.13722","title":"OP-Bench: Benchmarking Over-Personalization for Memory-Augmented Personalized Conversational Agents","created":"2026-01-20","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":"2503.00771","title":"Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity","created":"2025-03-02","cited_by_count":17,"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":"2602.22680","title":"Toward Personalized LLM-Powered Agents: Foundations, Evaluation, and Future Directions","created":"2026-02-26","cited_by_count":14,"area":"agents"},{"id":"2603.23231","title":"PERMA: Benchmarking Personalized Memory Agents via Event-Driven Preference and Realistic Task Environments","created":"2026-03-24","cited_by_count":14,"area":"agents"},{"id":"2606.18829","title":"GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents","created":"2026-06-17","cited_by_count":13,"area":"agents"},{"id":"2603.00656","title":"InfoPO: Information-Driven Policy Optimization for User-Centric Agents","created":"2026-02-28","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":"2606.05622","title":"AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints","created":"2026-06-04","cited_by_count":7,"area":"agents"},{"id":"2608.01619","title":"When Memory Updates but Behavior Does Not: Repairing Implicit Stale Dependencies in Personalized Agent Responses","created":"2026-08-03","cited_by_count":7,"area":"agents"},{"id":"2606.13174","title":"Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding Agents","created":"2026-06-11","cited_by_count":5,"area":"agents"},{"id":"2601.20465","title":"BMAM: Brain-inspired Multi-Agent Memory Framework","created":"2026-01-28","cited_by_count":3,"area":"agents"},{"id":"2508.03991","title":"Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents","created":"2025-08-06","cited_by_count":2,"area":"agents"},{"id":"2602.13832","title":"Beyond Words: Evaluating and Bridging Epistemic Divergence in User-Agent Interaction via Theory of Mind","created":"2026-02-14","cited_by_count":2,"area":"agents"},{"id":"2604.01560","title":"DeltaMem: Towards Agentic Memory Management via Reinforcement Learning","created":"2026-04-02","cited_by_count":2,"area":"agents"},{"id":"2604.17886","title":"Latent Preference Modeling for Multi-Session Personalized Tool Calling","created":"2026-04-20","cited_by_count":2,"area":"agents"},{"id":"2605.28108","title":"Ask Now, Use Later: Benchmarking the Proactivity Gap in Long-Lived LLM Agents","created":"2026-05-27","cited_by_count":2,"area":"agents"},{"id":"2608.01708","title":"PGMem: Tightly Coupled Persona-Memory Graph for Lifelong Personalized Agents","created":"2026-08-03","cited_by_count":2,"area":"agents"},{"id":"2609.03467","title":"When Users Don't Ask: Benchmarking Context-Driven Memory Retrieval in Conversational Agents","created":"2026-09-03","cited_by_count":2,"area":"agents"},{"id":"2605.27240","title":"ENPMR-Bench: Benchmarking Proactive Memory Retrieval for Emotional Support Agents","created":"2026-05-26","cited_by_count":1,"area":"agents"},{"id":"2608.00967","title":"TrajWiki: Source-Grounded Memory Trajectories for Long-Horizon Dialogue Agents","created":"2026-08-02","cited_by_count":1,"area":"agents"},{"id":"2608.13921","title":"When Personal Memory Has No Single Answer: Evaluating LLM Agents under Irreducible Conflict","created":"2026-08-14","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":"2609.23466","title":"RPMem: Learning Long-Term Recurrent Parametric Memory Across Sessions for LLM Agents","created":"2026-09-20","cited_by_count":1,"area":"agents"},{"id":"2609.36892","title":"Harness Evolution as Learning: Approximation, Generalization, and Optimization Limits of Self-Improving Personal Agents","created":"2026-09-29","cited_by_count":1,"area":"agents"},{"id":"2601.05107","title":"Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction","created":"2026-01-08","cited_by_count":0,"area":"agents"},{"id":"2606.17453","title":"MapSatisfyBench: Benchmarking Satisfaction-Aware Map Agents through Behavior-Grounded Implicit Decision Factors","created":"2026-06-16","cited_by_count":0,"area":"agents"},{"id":"2608.21381","title":"PersonaMem-v3: Toward Omni-Platform Personal Intelligence for Holistic User Understanding, Recommendation, and Agentic Tasks","created":"2026-07-16","cited_by_count":0,"area":"agents"},{"id":"2609.02265","title":"CAPTURE: Disentangling Preference Drift from Memory Poisoning in Personalized LLM Agents","created":"2026-09-02","cited_by_count":0,"area":"agents"},{"id":"2609.27273","title":"CAVEAT: Towards Robust Computer-Use Agents in Incentive-Misaligned Environments","created":"2026-09-23","cited_by_count":0,"area":"agents"},{"id":"2609.34930","title":"PDEU-Bench: Benchmarking the Personalized Planning Lifecycle of Tool-Calling LLM Agents","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.36488","title":"AdaptArena: Evaluating Test-Time Personalization of Web Agents","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2609.38866","title":"When Context Changes: Understanding Update Failures in LLMs","created":"2026-09-30","cited_by_count":0,"area":"agents"}],"next_cursor":null}