Cover Image

LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Han, Dongge, Couturier, Camille, Diaz, Daniel Madrigal, Zhang, Xuchao, Rühle, Victor, Rajmohan, Saravan
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Machine Learning Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Flow: Modularized Agentic Workflow Automation
by: Niu, Boye, et al.
Published: (2025)

OdysseyBench: Evaluating LLM Agents on Long-Horizon Complex Office Application Workflows
by: Wang, Weixuan, et al.
Published: (2025)

Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
by: Xia, Menglin, et al.
Published: (2023)

Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System
by: Xu, Wanghan, et al.
Published: (2025)

Mesh Memory Protocol: Semantic Infrastructure for Multi-Agent LLM Systems
by: Xu, Hongwei
Published: (2026)

LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
by: Wang, Tianfu, et al.
Published: (2025)

Foam-Agent: Towards Automated Intelligent CFD Workflows
by: Yue, Ling, et al.
Published: (2025)

Governed Memory: A Production Architecture for Multi-Agent Workflows
by: Taheri, Hamed
Published: (2026)

LLM Multi-Agent Systems: Challenges and Open Problems
by: Han, Shanshan, et al.
Published: (2024)

Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
by: Han, Bochen, et al.
Published: (2025)

Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems
by: Wu, Shanglin, et al.
Published: (2026)

Joint Optimization of Multi-agent Memory System
by: Mao, Wenyu, et al.
Published: (2026)

Efficient LLM Serving for Agentic Workflows: A Data Systems Perspective
by: Wadlom, Noppanat, et al.
Published: (2026)

Multi-agent Self-triage System with Medical Flowcharts
by: Liu, Yujia, et al.
Published: (2025)

Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Multi-Agent Workflows
by: Gharzeddine, Luay, et al.
Published: (2026)

Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration
by: Saves, Paul, et al.
Published: (2025)

Ensuring Fair LLM Serving Amid Diverse Applications
by: Khan, Redwan Ibne Seraj, et al.
Published: (2024)

Revisiting Transformer Layer Parameterization Through Causal Energy Minimization
by: Xu, Jin, et al.
Published: (2026)

ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation
by: Huang, Oucheng, et al.
Published: (2025)

Self-Organizing Agent Network for LLM-based Workflow Automation
by: Xiong, Yiming, et al.
Published: (2025)

Scalable Multi-agent Reinforcement Learning for Factory-wide Dynamic Scheduling
by: Jang, Jaeyeon, et al.
Published: (2024)

$A^2Flow:$ Automating Agentic Workflow Generation via Self-Adaptive Abstraction Operators
by: Zhao, Mingming, et al.
Published: (2025)

PeroMAS: A Multi-agent System of Perovskite Material Discovery
by: Wang, Yishu, et al.
Published: (2026)

Detecting Perspective Shifts in Multi-agent Systems
by: Bridgeford, Eric, et al.
Published: (2025)

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration
by: Cheng, Yuyang, et al.
Published: (2025)

EvoSkill: Automated Skill Discovery for Multi-Agent Systems
by: Alzubi, Salaheddin, et al.
Published: (2026)

Single-agent or Multi-agent Systems? Why Not Both?
by: Gao, Mingyan, et al.
Published: (2025)

DynaSwarm: Dynamically Graph Structure Selection for LLM-based Multi-agent System
by: Leong, Hui Yi, et al.
Published: (2025)

Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems
by: Chen, Hanxiao
Published: (2024)

Multi-agent Path Finding for Cooperative Autonomous Driving
by: Yan, Zhongxia, et al.
Published: (2024)

Advancing Healthcare Automation: Multi-Agent System for Medical Necessity Justification
by: Pandey, Himanshu, et al.
Published: (2024)

Multi-agent Path Finding for Mixed Autonomy Traffic Coordination
by: Zheng, Han, et al.
Published: (2024)

Insider Attacks in Multi-Agent LLM Consensus Systems
by: Sun, Xiaolin, et al.
Published: (2026)

Conjunctive Prompt Attacks in Multi-Agent LLM Systems
by: Arif, Nokimul Hasan, et al.
Published: (2026)

Control Charts for Multi-agent Systems
by: Helm, Hayden, et al.
Published: (2026)

AgentODRL: A Large Language Model-based Multi-agent System for ODRL Generation
by: Zhong, Wanle, et al.
Published: (2025)

A Survey on Hypergame Theory: Modeling Misaligned Perceptions and Nested Beliefs for Multi-agent Systems
by: Trencsenyi, Vince, et al.
Published: (2025)

PokéAI: A Goal-Generating, Battle-Optimizing Multi-agent System for Pokemon Red
by: Liu, Zihao, et al.
Published: (2025)

Graph-theoretic Agreement Framework for Multi-agent LLM Systems
by: Javed, Muhammad Umar
Published: (2026)

KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems
by: Ye, Hancheng, et al.
Published: (2025)