{"total":56,"rows":[{"id":"2601.06966","title":"RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction","created":"2026-01-11","cited_by_count":20,"area":null},{"id":"2601.23014","title":"Mem-T: Densifying Rewards for Long-Horizon Memory Agents","created":"2026-01-30","cited_by_count":18,"area":null},{"id":"2604.08256","title":"HyperMem: Hypergraph Memory for Long-Term Conversations","created":"2026-04-09","cited_by_count":14,"area":null},{"id":"2601.01280","title":"Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory","created":"2026-01-03","cited_by_count":10,"area":null},{"id":"2605.20616","title":"Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents","created":"2026-05-20","cited_by_count":10,"area":null},{"id":"2602.11182","title":"MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization","created":"2026-01-27","cited_by_count":7,"area":null},{"id":"2606.16707","title":"User as Code: Executable Memory for Personalized Agents","created":"2026-06-15","cited_by_count":7,"area":null},{"id":"2602.12192","title":"Query-focused and Memory-aware Reranker for Long Context Processing","created":"2026-02-12","cited_by_count":6,"area":null},{"id":"2606.05894","title":"EMBER: Efficient Memory via Budgeted Evidence Retention for Long-Horizon Agents","created":"2026-06-04","cited_by_count":6,"area":null},{"id":"2606.14502","title":"From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI","created":"2026-06-12","cited_by_count":6,"area":null},{"id":"2601.07582","title":"ES-Mem: Event Segmentation-Based Memory for Long-Term Dialogue Agents","created":"2026-01-12","cited_by_count":4,"area":null},{"id":"2602.13933","title":"HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling","created":"2026-02-15","cited_by_count":4,"area":null},{"id":"2607.11487","title":"LightMem-Ego: Your AI Memory for Everyday Life","created":"2026-07-13","cited_by_count":4,"area":null},{"id":"2605.07313","title":"When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory","created":"2026-05-08","cited_by_count":3,"area":null},{"id":"2605.30260","title":"How LoRA Remembers? A Parametric Memory Law for LLM Finetuning","created":"2026-05-28","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":"2605.00702","title":"Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory","created":"2026-05-01","cited_by_count":2,"area":null},{"id":"2605.01688","title":"GRAVITY: Architecture-Agnostic Structured Anchoring for Long-Horizon Conversational Memory","created":"2026-05-03","cited_by_count":2,"area":null},{"id":"2605.11814","title":"MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare","created":"2026-05-12","cited_by_count":2,"area":null},{"id":"2605.13486","title":"R^2-Mem: Reflective Experience for Memory Search","created":"2026-05-13","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":"2605.28831","title":"S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering","created":"2026-04-10","cited_by_count":2,"area":null},{"id":"2608.08253","title":"SuperLocalMemory 4.0: The Governed Memory Operating System for AI Agents","created":"2026-08-08","cited_by_count":2,"area":null},{"id":"2608.25329","title":"Learning What to Share and What to Personalize: Hierarchical Strategy Co-Evolution for Agent Memory","created":"2026-08-26","cited_by_count":2,"area":null},{"id":"2604.17377","title":"AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models","created":"2026-04-19","cited_by_count":1,"area":null},{"id":"2605.25693","title":"From Facts to Insights: A Persona-Driven Dual Memory Framework and Dataset for Role-Playing Agents","created":"2026-05-25","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":"2606.15405","title":"T-Mem: Memory That Anticipates, Not Archives","created":"2026-06-13","cited_by_count":1,"area":null},{"id":"2606.20911","title":"Latent Personal Memory: Represent personal memory as dynamic soft prompts","created":"2026-06-18","cited_by_count":1,"area":null},{"id":"2606.23283","title":"Towards Root Memories: Benchmarking and Enhancing Implicit Logical Memory Retrieval for Personalized LLMs","created":"2026-06-22","cited_by_count":1,"area":null},{"id":"2607.19096","title":"Supra Cognitive Modes: A Routed Architecture for Agent Memory","created":"2026-07-21","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":"2608.20920","title":"ForeDreamer: A Self-Evolving Dual-Agent Memory Architecture for Future Event Prediction","created":"2026-08-21","cited_by_count":1,"area":null},{"id":"2609.00551","title":"EM^2Mem: Event-Centric Multimodal Memory for Large Language Models","created":"2026-09-01","cited_by_count":1,"area":null},{"id":"2609.12354","title":"CueMem: Cue-Guided Context Reconstruction for Long-Term Conversational Memory","created":"2026-09-11","cited_by_count":1,"area":null},{"id":"2603.23160","title":"UniDial-EvalKit: A Unified Toolkit for Evaluating Multi-Faceted Conversational Abilities","created":"2026-03-24","cited_by_count":0,"area":null},{"id":"2605.13438","title":"CogniFold: Always-On Proactive Memory via Cognitive Folding","created":"2026-05-13","cited_by_count":0,"area":null},{"id":"2606.01223","title":"Connecting the Dots: Benchmarking Reflective Memory in Long-Horizon Dialogue","created":"2026-05-31","cited_by_count":0,"area":null},{"id":"2606.05275","title":"Personal AI Agent for Camera Roll VQA","created":"2026-06-03","cited_by_count":0,"area":null},{"id":"2606.22804","title":"CoVStream: Edge-Cloud Collaboration for Understanding of Long Video Streams","created":"2026-06-22","cited_by_count":0,"area":null},{"id":"2607.21404","title":"MemTools: A Unified Research Framework for Interoperable Agent Memory","created":"2026-07-23","cited_by_count":0,"area":null},{"id":"2608.12720","title":"ERSkill: Evolving for Skill-Guided Adaptive Memory Retrieval","created":"2026-08-13","cited_by_count":0,"area":null},{"id":"2608.21755","title":"ECHO: A Cognitively Inspired, Auditable Memory Plane for Long-Horizon Agents","created":"2026-08-22","cited_by_count":0,"area":null},{"id":"2608.30508","title":"UTILMEM: Benchmarking Evidence Utilization in Long-Term Conversational Memory","created":"2026-08-31","cited_by_count":0,"area":null},{"id":"2609.08273","title":"MemForest: Efficient Agent Memory Management via EventTree Partitioning and Progressive Merging","created":"2026-09-08","cited_by_count":0,"area":null},{"id":"2609.09664","title":"PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations","created":"2026-09-09","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":"2609.21940","title":"AutoViewMem: Self-Configuring Orthogonal Views for Conversational Long-Term Memory","created":"2026-09-18","cited_by_count":0,"area":null},{"id":"2609.26780","title":"SpeakerMem-R1: Speaker-Centered Dual-Track Memory for Multi-Party Dialogue","created":"2026-09-22","cited_by_count":0,"area":null},{"id":"2609.30558","title":"Probing Stability-Plasticity Tradeoffs in Agent Memory through Cognitive Experimental Paradigms","created":"2026-09-24","cited_by_count":0,"area":null},{"id":"2609.34526","title":"PairPref: When Should Memory Guide the Answer? A Benchmark for Contextual Preference Use","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.37443","title":"Learning to Retrieve Missing Evidence for Long-Term Memory QA","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.11314","title":"From Retrieval to Reconstruction: Constructing Evolvable Cognitive Memory for Long-Term Dialogue","created":"2026-10-08","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":"2610.13277","title":"Beyond the Final Embedding: Retrieving Memories from Token-Level Evidence","created":"2026-10-09","cited_by_count":0,"area":null},{"id":"2610.13348","title":"Test-Time Memory Construction","created":"2026-10-09","cited_by_count":0,"area":null}],"next_cursor":null}