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

22 April 2025

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 Luanbo Wan Weizhi Ma LLMAG KELM 29 0 0 16 Jun 2025
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 Kristy Wedel 35 0 0 28 May 2025
Applying Cognitive Design Patterns to General LLM Agents R. Wray James R. Kirk John E. Laird LLMAG AI4TS AI4CE 124 0 0 11 May 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents Rana Salama Jason (Jinglun) Cai Michelle Yuan Anna Currey Monica Sunkara Yi Zhang Yassine Benajiba LLMAG RALM 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 LLMAG FedML 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 Wen Liu Ruohua Zhang Aimin Zhou Feng Gao JiaLi Liu LLMAG RALM 66 1 0 22 Feb 2025
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 Bernal Jiménez Gutiérrez Yiheng Shu Weijian Qi Sizhe Zhou Yu-Chuan Su VLM RALM 109 8 0 20 Feb 2025
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 Wujiang Xu Zujie Liang Kai Mei Hang Gao Juntao Tan Yongfeng Zhang LLMAG KELM RALM 326 28 0 17 Feb 2025
Exploring Synaptic Resonance in Large Language Models: A Novel Approach to Contextual Memory Integration George Applegarth Christian Weatherstone Maximilian Hollingsworth Henry Middlebrook Marcus Irvin KELM CLL 65 1 0 15 Feb 2025
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 Shiju Zhao Junhao Hu Rongxiao Huang Jiaqi Zheng Guihai Chen 133 1 0 04 Feb 2025
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 RALM KELM CLL 61 2 0 01 Feb 2025
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 Derrick Quinn Mohammad Nouri Neel Patel John Salihu Alireza Salemi Sukhan Lee Hamed Zamani Mohammad Alian RALM 3DV 144 8 0 14 Dec 2024
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 203 4 0 28 Nov 2024
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 Shiwei Gao Youmin Chen Jiwu Shu 57 6 0 07 Oct 2024
Geometric Collaborative Filtering with Convergence Hisham Husain Julien Monteil FedML 172 0 0 04 Oct 2024
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 Zheng Wang Zhongyang Li Zeren Jiang Dandan Tu Wei Shi 82 8 0 28 Sep 2024
$$\text{Memory}^3$: Language Modeling with Explicit Memory$ $\text{Memory}^3$ : 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 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 Cunchen Hu Heyang Huang Junhao Hu Jiang Xu Xusheng Chen ... Chenxi Wang Sa Wang Yungang Bao Ninghui Sun Yizhou Shan LLMAG 111 31 0 25 Jun 2024
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 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 Yuri Kuratov Aydar Bulatov Petr Anokhin Ivan Rodkin Dmitry Sorokin Artyom Sorokin Andrey Kravchenko RALM ALM LRM ReLM ELM 104 82 0 14 Jun 2024
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 Ling Yang Zhaochen Yu Tianjun Zhang Shiyi Cao Minkai Xu Wentao Zhang Joseph E. Gonzalez Bin Cui LLMAG LM&Ro LRM KELM 127 45 0 06 Jun 2024
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 Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 146 48 0 23 May 2024
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 KELM CLL 127 34 0 23 May 2024
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 LLMAG KELM 98 143 0 21 Apr 2024
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 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 Yuki Hou Haruki Tamoto Homei Miyashita LLMAG 117 29 0 31 Mar 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 316 406 0 21 Mar 2024
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 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 W. Zulfikar Samantha Chan Pattie Maes RALM 72 20 0 04 Mar 2024
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 Lu Ye Ze Tao Yong Huang Yang Li 106 34 0 23 Feb 2024
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 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 Yinmin Zhong Shengyu Liu Junda Chen Jianbo Hu Yibo Zhu Xuanzhe Liu Xin Jin Hao Zhang 105 206 0 18 Jan 2024