A Survey on the Memory Mechanism of Large Language Model based Agents

21 April 2024

Jieming Zhu

Papers citing "A Survey on the Memory Mechanism of Large Language Model based Agents"

42 / 42 papers shown

Title
TRAIL: Trace Reasoning and Agentic Issue Localization Darshan Deshpande Varun Gangal Hersh Mehta Jitin Krishnan Anand Kannappan Rebecca Qian 25 0 0 13 May 2025
MARK: Memory Augmented Refinement of Knowledge Anish Ganguli Prabal Deb Debleena Banerjee CLL 74 0 0 08 May 2025
Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale Jiale Liu Yifan Zeng Shaokun Zhang Chi Zhang Malte Højmark-Bertelsen Marie Normann Gadeberg H. Wang Qingyun Wu 38 0 0 06 May 2025
MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents Z. Zhang Quanyu Dai Xu Chen Rui Li Z. Li Zhenhua Dong LLMAG 38 0 0 04 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 78 2 0 01 May 2025
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory Prateek Chhikara Dev Khant Saket Aryan Taranjeet Singh Deshraj Yadav LLMAG RALM 146 0 0 28 Apr 2025
A Survey of AI Agent Protocols Y. Yang Huacan Chai Y. Song S. Qi Muning Wen ... Gaowei Chang W. Liu Ying Wen Yong Yu W. Zhang LLMAG 69 1 0 23 Apr 2025
UFO2: The Desktop AgentOS Chaoyun Zhang He Huang Chiming Ni J. Mu Si Qin ... Minghua Ma Jian-Guang Lou Qingwei Lin Saravan Rajmohan Dongmei Zhang LLMAG 34 0 0 20 Apr 2025
Get the Agents Drunk: Memory Perturbations in Autonomous Agent-based Recommender Systems Shiyi Yang Z. Hu Chen Wang Tong Yu Xiwei Xu Liming Zhu Lina Yao AAML 39 0 0 31 Mar 2025
A Practical Memory Injection Attack against LLM Agents Shen Dong Shaocheng Xu Pengfei He Y. Li Jiliang Tang Tianming Liu Hui Liu Zhen Xiang LLMAG AAML 43 2 0 05 Mar 2025
Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity Yupu Hao Pengfei Cao Zhuoran Jin Huanxuan Liao Yubo Chen Kang Liu Jun Zhao LLMAG 107 1 0 02 Mar 2025
A Survey of Personalized Large Language Models: Progress and Future Directions Jiahong Liu Zexuan Qiu Zhongyang Li Quanyu Dai Jieming Zhu Minda Hu Menglin Yang Irwin King LM&MA 48 2 0 17 Feb 2025
On Memory Construction and Retrieval for Personalized Conversational Agents Zhuoshi Pan Qianhui Wu Huiqiang Jiang Xufang Luo Hao Cheng ... Y. Yang Chin-Yew Lin H. V. Zhao Lili Qiu Jianfeng Gao RALM 56 3 0 08 Feb 2025
Knowledge Graph Enhanced Language Agents for Recommendation Taicheng Guo Chaochun Liu Hai Wang Varun Mannam Fang Wang Xin Chen Xiangliang Zhang Chandan K. Reddy 44 2 0 28 Jan 2025
Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval Libo Wang 111 0 0 24 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 57 2 0 20 Jan 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning Xiangru Tang Tianyu Hu Muyang Ye Yanjun Shao Xunjian Yin ... Pan Lu Zhuosheng Zhang Yilun Zhao Arman Cohan Mark B. Gerstein LLMAG LRM AI4CE 66 6 0 11 Jan 2025
Simulating Human-like Daily Activities with Desire-driven Autonomy Yiding Wang Yuxuan Chen Fangwei Zhong Long Ma Yizhou Wang 72 2 0 09 Dec 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 77 2 0 01 Nov 2024
VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks Lawrence Jang Yinheng Li Charles Ding Justin Lin Paul Pu Liang Dan Zhao Rogerio Bonatti K. Koishida 46 5 0 24 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 34 4 0 17 Oct 2024
Agentic Information Retrieval Weinan Zhang Junwei Liao Ning Li Kounianhua Du Jianghao Lin AIFin 41 2 0 13 Oct 2024
Learning Evolving Tools for Large Language Models Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 52 1 0 09 Oct 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Mikhail Burtsev Evgeny Burnaev Evgeny Burnaev LLMAG RALM KELM 47 7 0 05 Jul 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 26 17 0 25 Mar 2024
Model Compression and Efficient Inference for Large Language Models: A Survey Wenxiao Wang Wei Chen Yicong Luo Yongliu Long Zhengkai Lin Liye Zhang Binbin Lin Deng Cai Xiaofei He MQ 41 47 0 15 Feb 2024
Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey Zhichen Dong Zhanhui Zhou Chao Yang Jing Shao Yu Qiao ELM 52 55 0 14 Feb 2024
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models Kelvin J.L. Koa Yunshan Ma Ritchie Ng Tat-Seng Chua AIFin LLMAG 37 25 0 06 Feb 2024
Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models Xindi Wang Mahsa Salmani Parsa Omidi Xiangyu Ren Mehdi Rezagholizadeh A. Eshaghi LRM 29 35 0 03 Feb 2024
Agent AI: Surveying the Horizons of Multimodal Interaction Zane Durante Qiuyuan Huang Naoki Wake Ran Gong J. Park ... Yejin Choi Katsushi Ikeuchi Hoi Vo Fei-Fei Li Jianfeng Gao LM&Ro 97 73 0 07 Jan 2024
War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars Wenyue Hua Lizhou Fan Lingyao Li Kai Mei Jianchao Ji Yingqiang Ge Libby Hemphill Yongfeng Zhang LM&Ro LLMAG 125 91 0 28 Nov 2023
CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models Jinfeng Zhou Zhuang Chen Dazhen Wan Bosi Wen Yi Song ... Wenjing Hou Yijia Zhang Yuxiao Dong Jie Tang Minlie Huang LLMAG AI4CE OSLM 96 24 0 28 Nov 2023
FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design Yangyang Yu Haohang Li Zhi Chen Yuechen Jiang Yang Li Denghui Zhang Rong Liu Jordan W. Suchow K. Khashanah 42 56 0 23 Nov 2023
Large Language Models for Robotics: A Survey Fanlong Zeng Wensheng Gan Yongheng Wang Ning Liu Philip S. Yu LM&Ro 119 125 0 13 Nov 2023
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Jundong Li KELM 66 133 0 24 Oct 2023
Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks Erfan Shayegani Md Abdullah Al Mamun Yu Fu Pedram Zaree Yue Dong Nael B. Abu-Ghazaleh AAML 147 145 0 16 Oct 2023
MatChat: A Large Language Model and Application Service Platform for Materials Science Ziyi Chen Fankai Xie Meng Wan Yang Yuan Miao Liu Zongguo Wang Sheng Meng Yangang Wang 29 14 0 11 Oct 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 131 619 0 26 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,734 0 07 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 237 2,479 0 06 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 250 1,073 0 05 Oct 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 224 341 0 21 Oct 2021