记忆表示

向量、图谱、符号、混合等多种记忆表示方法

共 42 篇论文，自动生成于 2026-05-13

论文列表

• "AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning" — arXiv:"2605.07121"
• "APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI" — arXiv:2604.14362
• "Autoformalizing Memory Specifications with Agents" — arXiv:2605.00058
• Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN — arXiv:2605.10036
• "Contextual Agentic Memory is a Memo, Not True Memory" — arXiv:2604.27707
• "EchoGuard: An Agentic Framework with Knowledge-Graph Memory for Detecting Manipulative Communication in Longitudinal Dialogue" — arXiv:2603.04815
• "EvoPoC: Automated Exploit Synthesis for DeFi Smart Contracts via Hierarchical Knowledge Graphs" — arXiv:"2605.02868"
• "Executable Agentic Memory for GUI Agent" — arXiv:2605.12294
• "From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms" — arXiv:2605.06716
• "FSFM: A Biologically-Inspired Framework for Selective Forgetting of Agent Memory" — arXiv:2604.20300
• "GAM: Graph Agentic Memory" — arXiv:2604.12285
• "GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs" — arXiv:2604.23626
• "GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion" — arXiv:2604.21649
• "HaM-World: Soft-Hamiltonian World Models with Selective Memory for Planning" — arXiv:2605.05951
• "Benchmarking Local Hebbian Learning Rules for Memory Storage and Prototype Extraction" — arXiv:"2605.01074"
• "HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents" — arXiv:2604.16839
• "HLTM: LinkedIn Hiring Agent Temporal Memory" — arXiv:2604.26197
• "Interactive Episodic Memory with User Feedback" — arXiv:2604.24893
• "Knowledge Graphs, the Missing Link in Agentic AI-based Formal Verification" — arXiv:"2605.06434"
• Understanding LoRA as Knowledge Memory - An Empirical Analysis — arXiv:2603.01097
• "MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs" — arXiv:"2605.10064"
• MapNav - A Novel Memory Representation via Annotated Semantic Maps for Vision-and-Language Navigation — arXiv:2502.13451
• Mem-W: Latent Memory-Native GUI Agents — arXiv:2605.09317
• "Mem²Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation" — arXiv:2604.10923
• "Memanto: Typed Semantic Memory for LLM Agents" — arXiv:2604.22085
• "Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity" — arXiv:2602.03315
• "Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs" — arXiv:2605.06225
• Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs — arXiv:2511.20892
• From Isolated Conversations to Hierarchical Schemas - Dynamic Tree Memory Representation for LLMs — arXiv:2410.14052
• "PolarMem: A Training-Free Polarized Latent Graph Memory for Verifiable Multimodal Agents" — arXiv:"2602.00415"
• "Portable Agent Memory: A Protocol for Cryptographically-Verified Memory Transfer Across Heterogeneous AI Agents" — arXiv:2605.11032
• "RenderMem: Rendering as Spatial Memory Retrieval" — arXiv:2603.14669
• "Time is Not a Label: Continuous Phase Rotation for Temporal Knowledge Graphs and Agentic Memory" — arXiv:2604.11544
• "SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory" — arXiv:2605.12061
• "To Know is to Construct: Schema-Constrained Generation for Agent Memory" — arXiv:2604.20117
• "Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace" — arXiv:2605.10913
• "Sinkhorn Based Associative Memory Retrieval Using Spherical Hellinger Kantorovich Dynamics" — arXiv:2603.20656
• "A Survey of Spatial Memory Representations for Efficient Robot Navigation" — arXiv:2604.16482
• TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents — arXiv:2601.02845
• "What Happens Inside Agent Memory? Circuit Analysis from Emergence to Diagnosis" — arXiv:2605.03354
• "WiCER: Wiki-memory Compile, Evaluate, Refine Iterative Knowledge Compilation for LLM Wiki Systems" — arXiv:2605.07068
• WISE - Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models — arXiv:2405.14768