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From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs
v1v2 (latest)

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs

22 April 2025
Yaxiong Wu
Sheng Liang
Chen Zhang
Yucheng Wang
Yanzhe Zhang
Huifeng Guo
Ruiming Tang
Yong Liu
    KELM
ArXiv (abs)PDFHTML

Papers citing "From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs"

50 / 97 papers shown
Title
StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns
StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns
Luanbo Wan
Weizhi Ma
LLMAGKELM
29
0
0
16 Jun 2025
MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models
MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models
Zhiyu Li
Shichao Song
Hanyu Wang
Simin Niu
Ding Chen
...
Qingchen Yu
Bo Tang
Hongkang Yang
Zhi-hai Xu
Feiyu Xiong
RALM
38
0
0
28 May 2025
Contextual Memory Intelligence -- A Foundational Paradigm for Human-AI Collaboration and Reflective Generative AI Systems
Contextual Memory Intelligence -- A Foundational Paradigm for Human-AI Collaboration and Reflective Generative AI Systems
Kristy Wedel
35
0
0
28 May 2025
Applying Cognitive Design Patterns to General LLM Agents
Applying Cognitive Design Patterns to General LLM Agents
R. Wray
James R. Kirk
John E. Laird
LLMAGAI4TSAI4CE
124
0
0
11 May 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents
MemInsight: Autonomous Memory Augmentation for LLM Agents
Rana Salama
Jason (Jinglun) Cai
Michelle Yuan
Anna Currey
Monica Sunkara
Yi Zhang
Yassine Benajiba
LLMAGRALM
156
3
0
27 Mar 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History
Bowen Wu
Wenqing Wang
Haoran Li
Ying Li
Jingsong Yu
Baoxun Wang
78
1
0
07 Mar 2025
Enhancing Reasoning with Collaboration and Memory
Julie Michelman
Nasrin Baratalipour
Matthew Abueg
LLMAGFedML
132
1
0
07 Mar 2025
EgoLife: Towards Egocentric Life Assistant
Jingkang Yang
Shuai Liu
Hongming Guo
Yuhao Dong
Xinyu Zhang
...
Joerg Widmer
Francesco Gringoli
Lei Yang
Bo Li
Ziwei Liu
EgoV
110
6
0
05 Mar 2025
Echo: A Large Language Model with Temporal Episodic Memory
Echo: A Large Language Model with Temporal Episodic Memory
Wen Liu
Ruohua Zhang
Aimin Zhou
Feng Gao
JiaLi Liu
LLMAGRALM
68
1
0
22 Feb 2025
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse
Jingbo Yang
Bairu Hou
Wei Wei
Yujia Bao
Shiyu Chang
VLM
190
3
0
21 Feb 2025
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
Bernal Jiménez Gutiérrez
Yiheng Shu
Weijian Qi
Sizhe Zhou
Yu-Chuan Su
VLMRALM
111
8
0
20 Feb 2025
Unveiling Privacy Risks in LLM Agent Memory
Unveiling Privacy Risks in LLM Agent Memory
Bo Wang
Weiyi He
Pengfei He
Shenglai Zeng
Zhen Xiang
Yue Xing
Jiliang Tang
LLMAG
82
6
0
17 Feb 2025
A-MEM: Agentic Memory for LLM Agents
A-MEM: Agentic Memory for LLM Agents
Wujiang Xu
Zujie Liang
Kai Mei
Hang Gao
Juntao Tan
Yongfeng Zhang
LLMAGKELMRALM
326
28
0
17 Feb 2025
Exploring Synaptic Resonance in Large Language Models: A Novel Approach to Contextual Memory Integration
Exploring Synaptic Resonance in Large Language Models: A Novel Approach to Contextual Memory Integration
George Applegarth
Christian Weatherstone
Maximilian Hollingsworth
Henry Middlebrook
Marcus Irvin
KELMCLL
67
1
0
15 Feb 2025
On Memory Construction and Retrieval for Personalized Conversational Agents
On Memory Construction and Retrieval for Personalized Conversational Agents
Zhuoshi Pan
Qianhui Wu
Huiqiang Jiang
Xufang Luo
Hao Cheng
...
Yue Yang
Chin-Yew Lin
H. Vicky Zhao
Lili Qiu
Jianfeng Gao
RALM
158
7
0
08 Feb 2025
MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving
MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving
Shiju Zhao
Junhao Hu
Rongxiao Huang
Jiaqi Zheng
Guihai Chen
135
1
0
04 Feb 2025
M+: Extending MemoryLLM with Scalable Long-Term Memory
M+: Extending MemoryLLM with Scalable Long-Term Memory
Yu Wang
Dmitry Krotov
Yuanzhe Hu
Yifan Gao
Wangchunshu Zhou
Julian McAuley
Dan Gutfreund
Rogerio Feris
Zexue He
RALMKELMCLL
61
2
0
01 Feb 2025
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
Yuan Feng
Junlin Lv
Yukun Cao
Xike Xie
S. K. Zhou
VLM
162
44
0
28 Jan 2025
Key-value memory in the brain
Samuel J. Gershman
Ila Fiete
Kazuki Irie
132
8
0
06 Jan 2025
Accelerating Retrieval-Augmented Generation
Accelerating Retrieval-Augmented Generation
Derrick Quinn
Mohammad Nouri
Neel Patel
John Salihu
Alireza Salemi
Sukhan Lee
Hamed Zamani
Mohammad Alian
RALM3DV
144
8
0
14 Dec 2024
Marconi: Prefix Caching for the Era of Hybrid LLMs
Marconi: Prefix Caching for the Era of Hybrid LLMs
Rui Pan
Zhuang Wang
Zhen Jia
Can Karakus
Luca Zancato
Tri Dao
Ravi Netravali
Yida Wang
206
4
0
28 Nov 2024
Agents Thinking Fast and Slow: A Talker-Reasoner Architecture
Agents Thinking Fast and Slow: A Talker-Reasoner Architecture
Konstantina Christakopoulou
Shibl Mourad
Maja Matarić
LLMAG
83
13
0
10 Oct 2024
Fast State Restoration in LLM Serving with HCache
Fast State Restoration in LLM Serving with HCache
Shiwei Gao
Youmin Chen
Jiwu Shu
57
6
0
07 Oct 2024
Geometric Collaborative Filtering with Convergence
Geometric Collaborative Filtering with Convergence
Hisham Husain
Julien Monteil
FedML
175
0
0
04 Oct 2024
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal
  Assistants
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
Zeyu Zhang
Quanyu Dai
Luyu Chen
Zeren Jiang
Rui Li
Jieming Zhu
Xu Chen
Yi Xie
Zhenhua Dong
Ji-Rong Wen
LLMAG
64
6
0
30 Sep 2024
Crafting Personalized Agents through Retrieval-Augmented Generation on
  Editable Memory Graphs
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs
Zheng Wang
Zhongyang Li
Zeren Jiang
Dandan Tu
Wei Shi
82
8
0
28 Sep 2024
$\text{Memory}^3$: Language Modeling with Explicit Memory
Memory3\text{Memory}^3Memory3: Language Modeling with Explicit Memory
Hongkang Yang
Zehao Lin
Wenjin Wang
Hao Wu
Zhiyu Li
...
Yu Yu
Kai Chen
Feiyu Xiong
Linpeng Tang
Weinan E
95
14
0
01 Jul 2024
AI-native Memory: A Pathway from LLMs Towards AGI
AI-native Memory: A Pathway from LLMs Towards AGI
Jingbo Shang
Zai Zheng
Jiale Wei
Xiang Ying
Felix Tao
Mindverse Team
LLMAG
115
8
0
26 Jun 2024
MemServe: Context Caching for Disaggregated LLM Serving with Elastic
  Memory Pool
MemServe: Context Caching for Disaggregated LLM Serving with Elastic Memory Pool
Cunchen Hu
Heyang Huang
Junhao Hu
Jiang Xu
Xusheng Chen
...
Chenxi Wang
Sa Wang
Yungang Bao
Ninghui Sun
Yizhou Shan
LLMAG
113
31
0
25 Jun 2024
Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving
Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving
Ruoyu Qin
Zheming Li
Weiran He
Mingxing Zhang
Yongwei Wu
Weimin Zheng
Xinran Xu
165
66
0
24 Jun 2024
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All
  Tools
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Team GLM
:
Aohan Zeng
Bin Xu
Bowen Wang
...
Zhaoyu Wang
Zhen Yang
Zhengxiao Du
Zhenyu Hou
Zihan Wang
ALM
162
650
0
18 Jun 2024
BABILong: Testing the Limits of LLMs with Long Context
  Reasoning-in-a-Haystack
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
Yuri Kuratov
Aydar Bulatov
Petr Anokhin
Ivan Rodkin
Dmitry Sorokin
Artyom Sorokin
Andrey Kravchenko
RALMALMLRMReLMELM
104
82
0
14 Jun 2024
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
Hao Li
Chenghao Yang
An Zhang
Yang Deng
Xiang Wang
Tat-Seng Chua
LLMAG
185
33
0
09 Jun 2024
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language
  Models
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
Ling Yang
Zhaochen Yu
Tianjun Zhang
Shiyi Cao
Minkai Xu
Wentao Zhang
Joseph E. Gonzalez
Bin Cui
LLMAGLM&RoLRMKELM
127
45
0
06 Jun 2024
Knowledge Graph Tuning: Real-time Large Language Model Personalization
  based on Human Feedback
Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback
Jingwei Sun
Zhixu Du
Yiran Chen
KELM
60
2
0
30 May 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Bernal Jiménez Gutiérrez
Yiheng Shu
Yu Gu
Michihiro Yasunaga
Yu-Chuan Su
RALMCLL
146
48
0
23 May 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of
  Large Language Models
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
Peng Wang
Zexi Li
Ningyu Zhang
Ziwen Xu
Yunzhi Yao
Yong Jiang
Pengjun Xie
Fei Huang
Huajun Chen
KELMCLL
127
34
0
23 May 2024
A Survey on the Memory Mechanism of Large Language Model based Agents
A Survey on the Memory Mechanism of Large Language Model based Agents
Zeyu Zhang
Xiaohe Bo
Chen Ma
Rui Li
Xu Chen
Quanyu Dai
Jieming Zhu
Zhenhua Dong
Ji-Rong Wen
LLMAGKELM
98
143
0
21 Apr 2024
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
Chao Jin
Zili Zhang
Xuanlin Jiang
Fangyue Liu
Xin Liu
Xuanzhe Liu
Xin Jin
120
47
0
18 Apr 2024
Towards Pareto Optimal Throughput in Small Language Model Serving
Towards Pareto Optimal Throughput in Small Language Model Serving
Pol G. Recasens
Yue Zhu
Chen Wang
Eun Kyung Lee
Olivier Tardieu
Alaa Youssef
Jordi Torres
Josep Ll. Berral
80
5
0
04 Apr 2024
"My agent understands me better": Integrating Dynamic Human-like Memory
  Recall and Consolidation in LLM-Based Agents
"My agent understands me better": Integrating Dynamic Human-like Memory Recall and Consolidation in LLM-Based Agents
Yuki Hou
Haruki Tamoto
Homei Miyashita
LLMAG
117
29
0
31 Mar 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Zeyu Han
Chao Gao
Jinyang Liu
Jeff Zhang
Sai Qian Zhang
318
406
0
21 Mar 2024
LookupFFN: Making Transformers Compute-lite for CPU inference
LookupFFN: Making Transformers Compute-lite for CPU inference
Zhanpeng Zeng
Michael Davies
Pranav Pulijala
Karthikeyan Sankaralingam
Vikas Singh
79
6
0
12 Mar 2024
Online Adaptation of Language Models with a Memory of Amortized Contexts
Online Adaptation of Language Models with a Memory of Amortized Contexts
Jihoon Tack
Jaehyung Kim
Eric Mitchell
Jinwoo Shin
Yee Whye Teh
Jonathan Richard Schwarz
KELM
101
20
0
07 Mar 2024
Memoro: Using Large Language Models to Realize a Concise Interface for
  Real-Time Memory Augmentation
Memoro: Using Large Language Models to Realize a Concise Interface for Real-Time Memory Augmentation
W. Zulfikar
Samantha Chan
Pattie Maes
RALM
72
20
0
04 Mar 2024
Evaluating Very Long-Term Conversational Memory of LLM Agents
Evaluating Very Long-Term Conversational Memory of LLM Agents
A. Maharana
Dong-Ho Lee
Sergey Tulyakov
Mohit Bansal
Francesco Barbieri
Yuwei Fang
LLMAG
93
81
0
27 Feb 2024
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and
  Two-Phase Partition
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition
Lu Ye
Ze Tao
Yong Huang
Yang Li
108
34
0
23 Feb 2024
RelayAttention for Efficient Large Language Model Serving with Long
  System Prompts
RelayAttention for Efficient Large Language Model Serving with Long System Prompts
Lei Zhu
Xinjiang Wang
Wayne Zhang
Rynson W. H. Lau
94
8
0
22 Feb 2024
MEMORYLLM: Towards Self-Updatable Large Language Models
MEMORYLLM: Towards Self-Updatable Large Language Models
Yu Wang
Yifan Gao
Xiusi Chen
Haoming Jiang
Shiyang Li
...
Zheng Li
Xian Li
Bing Yin
Jingbo Shang
Julian McAuley
KELM
108
19
0
07 Feb 2024
DistServe: Disaggregating Prefill and Decoding for Goodput-optimized
  Large Language Model Serving
DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving
Yinmin Zhong
Shengyu Liu
Junda Chen
Jianbo Hu
Yibo Zhu
Xuanzhe Liu
Xin Jin
Hao Zhang
107
206
0
18 Jan 2024
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