Imagen de Portada

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Li, Zhiyu, Song, Shichao, Wang, Hanyu, Niu, Simin, Chen, Ding, Yang, Jiawei, Xi, Chenyang, Lai, Huayi, Zhao, Jihao, Wang, Yezhaohui, Ren, Junpeng, Lin, Zehao, Huo, Jiahao, Chen, Tianyi, Chen, Kai, Li, Kehang, Yin, Zhiqiang, Yu, Qingchen, Tang, Bo, Yang, Hongkang, Xu, Zhi-Qin John, Xiong, Feiyu
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

MemOS: A Memory OS for AI System
por: Li, Zhiyu, et al.
Publicado: (2025)

SEAP: Training-free Sparse Expert Activation Pruning Unlock the Brainpower of Large Language Models
por: Liang, Xun, et al.
Publicado: (2025)

HaluMem: Evaluating Hallucinations in Memory Systems of Agents
por: Chen, Ding, et al.
Publicado: (2025)

SurveyX: Academic Survey Automation via Large Language Models
por: Liang, Xun, et al.
Publicado: (2025)

Controllable Text Generation for Large Language Models: A Survey
por: Liang, Xun, et al.
Publicado: (2024)

MoM: Mixtures of Scenario-Aware Document Memories for Retrieval-Augmented Generation Systems
por: Zhao, Jihao, et al.
Publicado: (2025)

HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability
por: Chen, Yanfang, et al.
Publicado: (2024)

Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities
por: Yu, Xiaomin, et al.
Publicado: (2024)

Attention Heads of Large Language Models: A Survey
por: Zheng, Zifan, et al.
Publicado: (2024)

RoleCDE:Benchmarking and Mitigating Role-Alignment Trade-offs in Role-Playing Agents
por: Lai, Huayi, et al.
Publicado: (2026)

MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents
por: Chen, Yining, et al.
Publicado: (2026)

Grimoire is All You Need for Enhancing Large Language Models
por: Chen, Ding, et al.
Publicado: (2024)

TurtleBench: Evaluating Top Language Models via Real-World Yes/No Puzzles
por: Yu, Qingchen, et al.
Publicado: (2024)

MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System
por: Zhao, Jihao, et al.
Publicado: (2025)

Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning
por: Liang, Xun, et al.
Publicado: (2024)

xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation
por: Yu, Qingchen, et al.
Publicado: (2024)

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation
por: Liang, Xun, et al.
Publicado: (2023)

GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning
por: Yu, Qingchen, et al.
Publicado: (2025)

MemEmo: Evaluating Emotion in Memory Systems of Agents
por: Liu, Peng, et al.
Publicado: (2026)

Dissecting Role Cognition in Medical LLMs via Neuronal Ablation
por: Liang, Xun, et al.
Publicado: (2025)

Internal Consistency and Self-Feedback in Large Language Models: A Survey
por: Liang, Xun, et al.
Publicado: (2024)

Text2Mem: A Unified Memory Operation Language for Memory Operating System
por: Wang, Yi, et al.
Publicado: (2025)

MemReader: From Passive to Active Extraction for Long-Term Agent Memory
por: Kang, Jingyi, et al.
Publicado: (2026)

$\text{Memory}^3$: Language Modeling with Explicit Memory
por: Yang, Hongkang, et al.
Publicado: (2024)

MemFactory: Unified Inference & Training Framework for Agent Memory
por: Guo, Ziliang, et al.
Publicado: (2026)

SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model
por: Liang, Xun, et al.
Publicado: (2025)

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs
por: Liang, Xun, et al.
Publicado: (2024)

MemReranker: Reasoning-Aware Reranking for Agent Memory Retrieval
por: Li, Chunyu, et al.
Publicado: (2026)

Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception
por: Zhao, Jihao, et al.
Publicado: (2024)

xVerify: Efficient Answer Verifier for Reasoning Model Evaluations
por: Chen, Ding, et al.
Publicado: (2025)

Scalable Complexity Control Facilitates Reasoning Ability of LLMs
por: Hang, Liangkai, et al.
Publicado: (2025)

Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems
por: Zhao, Jihao, et al.
Publicado: (2026)

FTII-Bench: A Comprehensive Multimodal Benchmark for Flow Text with Image Insertion
por: Ruan, Jiacheng, et al.
Publicado: (2024)

MemMamba: Rethinking Memory Patterns in State Space Model
por: Wang, Youjin, et al.
Publicado: (2025)

MaMe & MaRe: Matrix-Based Token Merging and Restoration for Efficient Visual Perception and Synthesis
por: Huo, Simin, et al.
Publicado: (2026)

Iwin Transformer: Hierarchical Vision Transformer using Interleaved Windows
por: Huo, Simin, et al.
Publicado: (2025)

ParamMem: Augmenting Language Agents with Parametric Reflective Memory
por: Yao, Tianjun, et al.
Publicado: (2026)

ULU: A Unified Activation Function
por: Huo, Simin
Publicado: (2025)

Periodic RoPE for Infinite Context LLMs
por: Huo, Simin
Publicado: (2026)

CloneMem: Benchmarking Long-Term Memory for AI Clones
por: Hu, Sen, et al.
Publicado: (2026)