{"total":37,"rows":[{"id":"2602.01313","title":"Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues","created":"2026-02-01","cited_by_count":22,"area":null},{"id":"2601.06966","title":"RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction","created":"2026-01-11","cited_by_count":20,"area":null},{"id":"2604.17283","title":"HorizonBench: Long-Horizon Personalization with Evolving Preferences","created":"2026-04-19","cited_by_count":17,"area":null},{"id":"2605.12357","title":"$\\delta$-mem: Efficient Online Memory for Large Language Models","created":"2026-05-12","cited_by_count":13,"area":null},{"id":"2603.26680","title":"AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment","created":"2026-03-09","cited_by_count":10,"area":null},{"id":"2601.18572","title":"One Persona, Many Cues, Different Results: How Sociodemographic Cues Impact LLM Personalization","created":"2026-01-26","cited_by_count":9,"area":null},{"id":"2602.03109","title":"One Model, All Roles: Multi-Turn, Multi-Agent Self-Play Reinforcement Learning for Conversational Social Intelligence","created":"2026-02-03","cited_by_count":7,"area":null},{"id":"2606.23459","title":"TriggerBench: Investigating Prospective Memory for Large Language Models","created":"2026-06-22","cited_by_count":5,"area":null},{"id":"2602.12394","title":"Synthetic Interaction Data for Scalable Personalization in Large Language Models","created":"2026-02-12","cited_by_count":4,"area":null},{"id":"2601.01530","title":"EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User's Internal World","created":"2026-01-04","cited_by_count":3,"area":null},{"id":"2606.16100","title":"Your \"Pro\" LLM Subscription May Actually Be \"Free\": Exposing Fingerprint Spoofing Risks in LLM Inference Services","created":"2026-06-15","cited_by_count":3,"area":null},{"id":"2607.18975","title":"Mi-Memory: A Lifecycle Memory Framework for Personal AI","created":"2026-07-21","cited_by_count":3,"area":null},{"id":"2605.11814","title":"MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare","created":"2026-05-12","cited_by_count":2,"area":null},{"id":"2605.28806","title":"Personal Visual Memory from Explicit and Implicit Evidence","created":"2026-05-27","cited_by_count":2,"area":null},{"id":"2607.05794","title":"From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space","created":"2026-07-07","cited_by_count":2,"area":null},{"id":"2607.28818","title":"Best Friends, Not Forever: Evaluating Long-Horizon Persona Collapse and Behavioral Drift in AI Companions","created":"2026-07-30","cited_by_count":2,"area":null},{"id":"2605.07799","title":"Toward Privileged Foundation Models:LUPI for Accelerated and Improved Learning","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2605.25758","title":"StreamProfileBench: A Benchmark for Fine-Grained User Profile Inference in Real-World Streaming Scenarios","created":"2026-05-25","cited_by_count":1,"area":null},{"id":"2606.04660","title":"LifeSide: Benchmarking Agents as Lifelong Digital Companions","created":"2026-06-03","cited_by_count":1,"area":null},{"id":"2606.05761","title":"SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents","created":"2026-06-04","cited_by_count":1,"area":null},{"id":"2607.10428","title":"Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging","created":"2026-07-11","cited_by_count":1,"area":null},{"id":"2608.04570","title":"The Personalization Mirage: How LLMs Fabricate User Profiles, and Why Self-Monitoring Misleads","created":"2026-08-05","cited_by_count":1,"area":null},{"id":"2608.13606","title":"MobileMem: Learning from a Year of Mobile Experiences","created":"2026-08-11","cited_by_count":1,"area":null},{"id":"2609.00570","title":"VoiceLongMemEval: Do Assistants Remember How You Sounded?","created":"2026-09-01","cited_by_count":1,"area":null},{"id":"2609.15972","title":"Mind2Dialogue: Training Human-Aware Language Models by Simulating User Mental States","created":"2026-09-14","cited_by_count":1,"area":null},{"id":"2606.02754","title":"$\\Psi$-Bench: Evaluating Persona-Sensitive Influencing in Persuasive Dialogues","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2606.26654","title":"SocialPersona: Benchmarking Personalized Profiling and Response with Multimodal Social-Media Context","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2607.20471","title":"Benchmarking the Personalization Capabilities of Large Language Models","created":"2026-05-23","cited_by_count":0,"area":null},{"id":"2607.29433","title":"Know It, Act on It: Investigating Memory Utilization in LLM Personalization","created":"2026-07-31","cited_by_count":0,"area":null},{"id":"2608.09507","title":"Learning Preference Adaptation for Large Language Model Personalization via Verbal Reinforcement Learning","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2609.03293","title":"PACE: Towards Surfacing Hidden Conflicts in User Requests","created":"2026-09-03","cited_by_count":0,"area":null},{"id":"2609.17010","title":"ThinkFlow: Self-Evolving Probabilistic Latent Memory for Lifelong Conversational Agents","created":"2026-09-15","cited_by_count":0,"area":null},{"id":"2609.19167","title":"To Memories and Beyond: From Remembering to Knowing You across Long-Term Multimodal Personal Archives","created":"2026-09-11","cited_by_count":0,"area":null},{"id":"2609.33182","title":"Unlocking Latent Personalization in LLMs","created":"2026-09-27","cited_by_count":0,"area":null},{"id":"2610.01780","title":"RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.11776","title":"DPPM: Dual-Path Parametric Memory for Personalized Language Models","created":"2026-10-08","cited_by_count":0,"area":null},{"id":"2610.14952","title":"Do Personalized LLMs Need the Whole Conversation? Matching the Full History with Only 5% of Its Text via Relevance-Filtered Context","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}