📑 Paper List

July 23, 2026 · View on GitHub

216 papers, newest first. Tags follow the survey taxonomy — substrate ( / ), subject ( / ), and cognitive mechanism ( ).

2025-12-31 [arxiv 2025] R-Debater: Retrieval-Augmented Debate Generation through Argumentative Memory
2025-12-30 [arxiv 2025] Thinking on Maps: How Foundation Model Agents Explore, Remember, and Reason Map Environments
2025-12-30 [arxiv 2025] CogRec: A Cognitive Recommender Agent Fusing Large Language Models and Soar for Explainable Recommendation
2025-12-30 [arxiv 2025] SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing
2025-12-30 [arxiv 2025] HGMEM: Hypergraph-based Working Memory to Improve Multi-step RAG for Long-Context Complex Relational Modeling
2025-12-29 [arxiv 2025] CASCADE: Cumulative Agentic Skill Creation through Autonomous Development and Evolution
2025-12-29 [arxiv 2025] AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents
2025-12-28 [arxiv 2025] Audited Skill-Graph Self-Improvement for Agentic LLMs via Verifiable Rewards, Experience Synthesis, and Continual Memory
2025-12-28 [arxiv 2025] FoldAct: Efficient and Stable Context Folding for Long-Horizon Search Agents
2025-12-28 [arxiv 2026] Forgetting as a Feature: Cognitive Alignment of Large Language Models
2025-12-27 [arxiv 2025] Memento 2: Learning by Stateful Reflective Memory
2025-12-27 [arxiv 2025] Lessons from Neuroscience for AI: How integrating Actions, Compositional Structure and Episodic Memory could enable Safe, Interpretable and Human-Like AI
2025-12-27 [arxiv 2025] AnalogSAGE: Self-evolving Analog Design Multi-Agents with Stratified Memory and Grounded Experience
2025-12-26 [arxiv 2025] Context as a Tool: Context Management for Long-Horizon SWE-Agents
2025-12-25 [arxiv 2025] Valori: A Deterministic Memory Substrate for AI Systems
2025-12-25 [arxiv 2025] AstraNav-Memory: Contexts Compression for Long Memory
2025-12-25 [arxiv 2025] TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized Assistant
2025-12-25 [arxiv 2025] Beyond Heuristics: A Decision-Theoretic Framework for Agent Memory Management
2025-12-24 [arxiv 2026] AgentTutor: Empowering Personalized Learning with Multi-Turn Interactive Teaching in Intelligent Education Systems
2025-12-24 [arxiv 2025] Transductive Visual Programming: Evolving Tool Libraries from Experience for Spatial Reasoning
2025-12-24 [arxiv 2025] The Silent Scholar Problem: A Probabilistic Framework for Breaking Epistemic Asymmetry in LLM Agents
2025-12-24 [arxiv 2025] A Plan Reuse Mechanism for LLM-Driven Agent
2025-12-23 [arxiv 2026] Fidelity Before Structure: Verbatim Chunks Beat Lossy Artifact Extraction in Long-Conversation LLM Memory
2025-12-23 [arxiv 2025] Laser: Governing Long-Horizon Agentic Search via Structured Protocol and Context Register
2025-12-23 [arxiv 2025] Synthesizing Procedural Memory: Challenges and Architectures in Automated Workflow Generation
2025-12-23 [arxiv 2025] Memory as Resonance: A Biomimetic Architecture for Infinite Context Memory on Ergodic Phonetic Manifolds
2025-12-23 [arxiv 2025] MemR $^3$ : Memory Retrieval via Reflective Reasoning for LLM Agents
2025-12-23 [arxiv 2025] RESPOND: Risk-Enhanced Structured Pattern for LLM-driven Online Node-level Decision-making
2025-12-23 [arxiv 2025] ABBEL: Learning Natural-Language Belief States for Memory-Efficient Interaction
2025-12-23 [arxiv 2025] Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents
2025-12-22 [arxiv 2026] Directional Attractors in LLM Reasoning: How Similarity Retrieval Steers Iterative Summarization Based Reasoning
2025-12-22 [arxiv 2025] Reflection-Driven Control for Trustworthy Code Agents
2025-12-22 [arxiv 2025] EchoTrail-GUI: Building Actionable Memory for GUI Agents via Critic-Guided Self-Exploration
2025-12-22 [arxiv 2025] Affordance RAG: Hierarchical Multimodal Retrieval with Affordance-Aware Embodied Memory for Mobile Manipulation
2025-12-22 [arxiv 2025] Learning Hierarchical Procedural Memory for LLM Agents through Bayesian Selection and Contrastive Refinement
2025-12-22 [arxiv 2025] Beyond Sliding Windows: Learning to Manage Memory in Non-Markovian Environments
2025-12-21 [arxiv 2025] MemEvolve: Meta-Evolution of Agent Memory Systems
2025-12-21 [arxiv 2025] ESearch-R1: Learning Cost-Aware MLLM Agents for Interactive Embodied Search via Reinforcement Learning
2025-12-21 [arxiv 2025] IntelliCode: A Multi-Agent LLM Tutoring System with Centralized Learner Modeling
2025-12-20 [arxiv 2025] Towards Efficient Agents: A Co-Design of Inference Architecture and System
2025-12-20 [arxiv 2025] Sophia: A Persistent Agent Framework of Artificial Life
2025-12-18 [arxiv 2025] Reinforcement Learning for Self-Improving Agent with Skill Library
2025-12-18 [arxiv 2025] PAACE: A Plan-Aware Automated Agent Context Engineering Framework
2025-12-18 [arxiv 2025] MemoryGraft: Persistent Compromise of LLM Agents via Poisoned Experience Retrieval
2025-12-18 [arxiv 2025] From Personalization to Prejudice: Bias and Discrimination in Memory-Enhanced AI Agents for Recruitment
2025-12-18 [arxiv 2025] Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
2025-12-17 [arxiv 2025] Memory Bear AI A Breakthrough from Memory to Cognition Toward Artificial General Intelligence
2025-12-17 [arxiv 2025] R4: Retrieval-Augmented Reasoning for Vision-Language Models in 4D Spatio-Temporal Space
2025-12-17 [arxiv 2025] CodeMem: Architecting Reproducible Agents via Dynamic MCP and Procedural Memory
2025-12-17 [arxiv 2025] SCOPE: Prompt Evolution for Enhancing Agent Effectiveness
2025-12-17 [arxiv 2025] Towards Proactive Personalization through Profile Customization for Individual Users in Dialogues
2025-12-16 [arxiv 2025] Astraea: A State-Aware Scheduling Engine for LLM-Powered Agents
2025-12-16 [arxiv 2025] CogMem: A Cognitive Memory Architecture for Sustained Multi-Turn Reasoning in Large Language Models
2025-12-15 [arxiv 2025] AOI: Context-Aware Multi-Agent Operations via Dynamic Scheduling and Hierarchical Memory Compression
2025-12-15 [arxiv 2025] Bilevel Optimization for Covert Memory Tampering in Heterogeneous Multi-Agent Architectures (XAMT)
2025-12-15 [arxiv 2026] TWICE: Modeling the Temporal Evolution of Personalized User Behavior via Event-Driven Agents
2025-12-15 [arxiv 2025] AgentIAD: Agentic Industrial Anomaly Detection via Adaptive Memory Augmentation
2025-12-15 [arxiv 2025] Memory in the Age of AI Agents
2025-12-15 [arxiv 2025] Beyond Training: Enabling Self-Evolution of Agents with MOBIMEM
2025-12-15 [arxiv 2025] LikeBench: Evaluating Subjective Likability in LLMs for Personalization
2025-12-14 [arxiv 2025] Memoria: A Scalable Agentic Memory Framework for Personalized Conversational AI
2025-12-14 [arxiv 2025] HINDSIGHT IS 20/20: BUILDING AGENT MEMORY THAT RETAINS, RECALLS, AND REFLECTS
2025-12-14 [arxiv 2025] Forgetful but Faithful: A Cognitive Memory Architecture and Benchmark for Privacy-Aware Generative Agents
2025-12-14 [arxiv 2025] QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
2025-12-14 [arxiv 2025] Human-Inspired Learning for Large Language Models via Obvious Record and Maximum-Entropy Method Discovery
2025-12-13 [arxiv 2025] V-Rex: Real-Time Streaming Video LLM Acceleration via Dynamic KV Cache Retrieval
2025-12-13 [arxiv 2025] VideoARM: Agentic Reasoning over Hierarchical Memory for Long-Form Video Understanding
2025-12-12 [arxiv 2025] Unifying Dynamic Tool Creation and Cross-Task Experience Sharing through Cognitive Memory Architecture
2025-12-12 [arxiv 2025] Mistake Notebook Learning: Batch-Clustered Failures for Training-Free Agent Adaptation
2025-12-12 [arxiv 2026] TeleMem: Building Long-Term and Multimodal Memory for Agentic AI
2025-12-11 [arxiv 2025] Confucius Code Agent: Scalable Agent Scaffolding for Real-World Codebases
2025-12-11 [arxiv 2025] Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution
2025-12-11 [arxiv 2025] AgentProg: Empowering Long-Horizon GUI Agents with Program-Guided Context Management
2025-12-11 [arxiv 2025] SoDA: An Efficient Interaction Paradigm for the Agentic Web
2025-12-10 [arxiv 2025] Emergent Collective Memory in Decentralized Multi-Agent AI Systems
2025-12-08 [arxiv 2025] SIT-GRAPH: STATE INTEGRATED TOOL GRAPH FOR MULTI-TURN AGENTS
2025-12-08 [arxiv 2025] DeepCode: Open Agentic Coding
2025-12-08 [arxiv 2025] VIGIL: A Reflective Runtime for Self-Healing Agents
2025-12-07 [arxiv 2025] PERSONAMEM-V2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memory
2025-12-07 [arxiv 2025] Rhea: Role-aware Heuristic Episodic Attention for Conversational LLMs
2025-12-07 [arxiv 2025] LightSearcher: Efficient DeepSearch via Experiential Memory
2025-12-07 [arxiv 2025] Memory Power Asymmetry in Human-AI Relationships: Preserving Mutual Forgetting in the Digital Age
2025-12-07 [arxiv 2025] On Memory: A comparison of memory mechanisms in world models
2025-12-05 [arxiv 2025] Everything is Context: Agentic File System Abstraction for Context Engineering
2025-12-04 [arxiv 2025] Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs
2025-12-04 [arxiv 2025] SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs
2025-12-04 [arxiv 2025] MemLoRA: Distilling Expert Adapters for On-Device Memory Systems
2025-12-03 [arxiv 2025] From Static to Adaptive: Immune Memory-based Jailbreak Detection for Large Language Models
2025-12-03 [arxiv 2025] MemVerse: Multimodal Memory for Lifelong Learning Agents
2025-12-03 [arxiv 2025] Evaluating Long-Context Reasoning in LLM-Based WebAgents
2025-12-02 [arxiv 2025] Vision to Geometry: 3D Spatial Memory for Sequential Embodied MLLM Reasoning and Exploration
2025-12-02 [arxiv 2025] WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning
2025-12-02 [arxiv 2025] StockMem: An Event-Reflection Memory Framework for Stock Forecasting
2025-12-01 [arxiv 2025] CuES: A Curiosity-driven and Environment-grounded Synthesis Framework for Agentic RL
2025-12-01 [arxiv 2025] MMAG: Mixed Memory-Augmented Generation for Large Language Models Applications
2025-12-01 [arxiv 2026] Dynamic System Instructions and Tool Exposure for Efficient Agentic LLMs
2025-11-29 [arxiv 2025] Describe Anything Anywhere At Any Moment
2025-11-28 [arxiv 2025] Adapting Like Humans: A Metacognitive Agent with Test-time Reasoning
2025-11-28 [arxiv 2025] Towards Continuous Intelligence Growth: Self-Training, Continual Learning, and Dual-Scale Memory in SuperIntelliAgent
2025-11-27 [arxiv 2025] Solving Context Window Overflow in AI Agents
2025-11-27 [arxiv 2025] MG-Nav: Dual-Scale Visual Navigation via Sparse Spatial Memory
2025-11-26 [arxiv 2025] LOOM: Personalized Learning Informed by Daily LLM Conversations Toward Long-Term Mastery via a Dynamic Learner Memory Graph
2025-11-26 [arxiv 2025] Agentic Learner with Grow-and-Refine Multimodal Semantic Memory
2025-11-26 [arxiv 2025] MADRA: Multi-Agent Debate for Risk-Aware Embodied Planning
2025-11-25 [arxiv 2025] Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
2025-11-25 [arxiv 2025] Improving Language Agents through BREW
2025-11-25 [arxiv 2025] Latent Collaboration in Multi-Agent Systems
2025-11-23 [arxiv 2025] General Agentic Memory Via Deep Research
2025-11-21 [arxiv 2025] A Benchmark for Procedural Memory Retrieval in Lauguage Aagents
2025-11-21 [arxiv 2025] Episodic Memory in Agentic Frameworks: Suggesting Next Tasks
2025-11-21 [arxiv 2025] A Simple Yet Strong Baseline for Long-Term Conversational Memory of LLM Agents
2025-11-21 [arxiv 2025] MirrorMind: Empowering OmniScientist with the Expert Perspectives and Collective Knowledge of Human Scientists
2025-11-20 [arxiv 2025] Goal-Directed Search Outperforms Goal-agnostic Memory Compression in Long-context Memory Tasks
2025-11-18 [arxiv 2025] AISAC: An Integrated multi-agent System for Transparent, Retrieval-Grounded Scientific Assistance
2025-11-18 [arxiv 2025] O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
2025-11-17 [arxiv 2025] Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction
2025-11-17 [arxiv 2025] WebCoach: Self-evolving Web Agents with Cross-session Memory Guidance
2025-11-15 [arxiv 2025] GCAgent: Long-Video Understanding via Schematic and Narrative Episodic Memory
2025-11-13 [arxiv 2025] Multi-agent In-context Coordination via Decentralized Memory Retrieval
2025-11-12 [arxiv 2025] History-Aware Reasoning for GUI Agent
2025-11-11 [arxiv 2025] From Experience to Strategy: Empowering LLM Agents with Trainable Graph Memory
2025-11-11 [arxiv 2025] Smarter Together: Creating Agentic Communities of Practice through Shared Experiential Learning
2025-11-10 [arxiv 2025] Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces
2025-11-10 [arxiv 2025] IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction
2025-11-09 [arxiv 2025] MemoriesDB: A Temporal-Semantic-Relational Database for Long-Term Agent Memory
2025-11-07 [arxiv 2025] Nested Learning: The Illusion of Deep Learning Architectures
2025-11-05 [arxiv 2025] Towards Realistic Project-Level Code Generation via Multi-Agent Collaboration and Semantic Architecture Modeling
2025-11-05 [arxiv 2025] HaluMem: Evaluating Hallucinations in Memory Systems of Agents
2025-11-04 [arxiv 2025] MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning
2025-10-31 [arxiv 2025] EvoMem: Improving Multi-Agent Planning with Dual-Evolving Memory
2025-10-31 [arxiv 2025] LiCoMemory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning
2025-10-31 [arxiv 2025] Dynamic Affective Memory Management for Personalized LLM Agents
2025-10-29 [arxiv 2025] TheraMind: A Strategic and Adaptive Agent for Longitudinal Psychological Counseling
2025-10-29 [arxiv 2025] CRMWeaver: Building Powerful Business Agent via Agentic RL and Shared Memories
2025-10-28 [arxiv 2025] AgentFold: Long-Horizon Web Agents with Proactive Context Management
2025-10-28 [arxiv 2025] MGA: Memory-Driven GUI Agent for Observation-Centric Interaction
2025-10-27 [arxiv 2025] Evaluating Long-Term Memory for Long-Context Question Answering
2025-10-27 [arxiv 2025] DeepAgent: A General Reasoning Agent with Scalable Toolsets
2025-10-22 [NeurIPS 2025] Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning
2025-10-21 [arxiv 2025] LightMem: Lightweight and Efficient Memory-Augmented Generation
2025-10-18 [arxiv 2025] Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory
2025-10-18 [arxiv 2025] RGMem: Renormalization Group-based Memory Evolution for Language Agent User Profile
2025-10-16 [arxiv 2025] MoM: Mixtures of Scenario-Aware Document Memories for Retrieval-Augmented Generation Systems
2025-10-15 [arxiv 2025] D-SMART: Enhancing LLM Dialogue Consistency via Dynamic Structured Memory And Reasoning Tree
2025-10-15 [arxiv 2025] MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning
2025-10-14 [arxiv 2025] Memory As Action: Autonomous Context Curation for Long-Horizon Agentic Tasks
2025-10-13 [arxiv 2025] Scaling Long-Horizon LLM Agent via Context-Folding
2025-10-12 [arxiv 2025] PISA: A Pragmatic Psych-Inspired Unified Memory System for Enhanced AI Agency
2025-10-11 [arxiv 2025] EpiCache: Episodic KV Cache Management for Long Conversational Question Answering
2025-10-10 [arxiv 2025] Preference-Aware Memory Update for Long-Term LLM Agents
2025-10-09 [arxiv 2025] Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
2025-10-09 [arxiv 2025] Multiple Memory Systems for Enhancing the Long-term Memory of Agent
2025-10-09 [arxiv 2025] MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation
2025-10-09 [arxiv 2025] Enabling Personalized Long-term Interactions in LLM-based Agents through Persistent Memory and User Profiles
2025-10-08 [arxiv 2025] Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management
2025-10-08 [arxiv 2025] ToolMem: Enhancing Multimodal Agents with Learnable Tool Capability Memory
2025-10-07 [NeurIPS 2025] CAM: A Constructivist View of Agentic Memory for LLM-Based Reading Comprehension
2025-10-06 [arxiv 2025] Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
2025-10-06 [arxiv 2025] LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation
2025-10-06 [arxiv 2025] Pretraining with hierarchical memories: separating long-tail and common knowledge
2025-10-01 [arxiv 2025] ACON: Optimizing Context Compression for Long-horizon LLM Agents
2025-09-30 [arxiv 2025] Mem-α: Learning Memory Construction via Reinforcement Learning
2025-09-29 [arxiv 2025] MemGen: Weaving Generative Latent Memory for Self-Evolving AgentsMemGen: Weaving Generative Latent Memory for Self-Evolving Agents
2025-09-29 [arxiv 2025] ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
2025-09-29 [arxiv 2025] ViReSkill: Vision-Grounded Replanning with Skill Memory for LLM-Based Planning in Lifelong Robot Learning
2025-09-27 [arxiv 2025] Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
2025-09-17 [arxiv 2025] ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
2025-09-03 [arxiv 2025] Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
2025-08-25 [arxiv 2025] Memento: Fine-tuning LLM Agents without Fine-tuning LLMs
2025-08-15 [arxiv 2025] Learn to Memorize: Optimizing LLM-based Agents with Adaptive Memory Framework
2025-08-13 [arxiv 2025] Memp: Exploring Agent Procedural Memory
2025-08-13 [arxiv 2025] Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models
2025-08-05 [arxiv 2025] Nemori: Self-Organizing Agent Memory Inspired by Cognitive Science
2025-08-03 [arxiv 2025] MLP Memory: A Retriever-Pretrained Memory for Large Language Models
2025-07-31 [arxiv 2025] MemInsight: Autonomous Memory Augmentation for LLM Agents
2025-07-28 [arxiv 2025] In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
2025-07-27 [ACL 2025] M2PA: A Multi-Memory Planning Agent for Open Worlds Inspired by Cognitive Theory
2025-07-25 [arxiv 2025] MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
2025-07-10 [arxiv 2025] MIRIX: Multi-Agent Memory System for LLM-Based Agents
2025-07-07 [arxiv 2025] Evaluating memory in llm agents via incremental multi-turn interactions
2025-06-20 [arxiv 2025] MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
2025-06-16 [arxiv 2025] G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
2025-06-14 [NeurIPS 2024 Datasets and Benchmarks] BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
2025-05-30 [arxiv 2025] Memory OS of AI Agent
2025-05-30 [arxiv 2025] Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning
2025-05-27 [arxiv 2025] Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions
2025-05-23 [arxiv 2025] Collaborative Memory: Multi-User Memory Sharing in LLM Agents with Dynamic Access Control
2025-05-21 [arxiv 2025] Pre-training Limited Memory Language Models with Internal and External Knowledge
2025-05-21 [arxiv 2025] How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior
2025-05-13 [arxiv 2025] ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking
2025-05-11 [arxiv 2025] Long Term Memory : The Foundation of AI Self-Evolution
2025-05-06 [ACM UMAP 2025] Procedural Memory Is Not All You Need: Bridging Cognitive Gaps in LLM-Based Agents
2025-04-28 [arxiv 2025] Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
2025-04-09 [arxiv 2025] Inducing Programmatic Skills for Agentic Tasks
2025-04-09 [arxiv 2025] SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
2025-03-31 [arxiv 2025] Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
2025-03-12 [arxiv 2025] VideoScan: Enabling Efficient Streaming Video Understanding via Frame-level Semantic Carriers
2025-03-09 [ICCV 2025] Online Dense Point Tracking with Streaming Memory
2025-03-07 [arxiv 2025] Enhancing Reasoning with Collaboration and Memory
2025-03-07 [arxiv 2025] Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History
2025-03-05 [ICLR 25 Workshop] LM2: Large Memory Models for Long Context Reasoning
2025-03-05 [CVPR 2025] EgoLife: Towards Egocentric Life Assistant
2025-03-03 [ICLR 2025] SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents
2025-03-01 [ICLR 2025] Streaming Video Question-Answering with In-context Video KV-Cache Retrieval
2025-02-22 [arxiv 2025] Echo: A Large Language Model with Temporal Episodic Memory
2025-02-20 [ICML 2025] From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
2025-02-17 [arxiv 2025] MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
2025-02-17 [NeurIPS 2025] A-Mem: Agentic Memory for LLM Agents
2025-02-13 [arxiv 2025] R3Mem: Bridging Memory Retention and Retrieval via Reversible Compression
2025-02-04 [arxiv 2025] Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation
2025-02-01 [arxiv 2025] M+: Extending MemoryLLM with Scalable Long-Term Memory
2025-02-01 [NeurIPS 2025] ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
2025-01-30 [arxiv 2025] TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students
2025-01-23 [ICLR 2025] Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge
2025-01-22 [arxiv 2025] SRMT: Shared Memory for Multi-agent Life-long Pathfinding
2025-01-20 [arxiv 2025] Zep: a temporal knowledge graph architecture for agent memory