Image de couverture de livre

ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Huang, Oucheng, Ma, Yuhang, Zhao, Zeng, Wu, Mingrui, Ji, Jiayi, Zhang, Rongsheng, Hu, Zhipeng, Sun, Xiaoshuai, Ji, Rongrong
Format:	Preprint
Publié:	2025
Sujets:	Multiagent Systems Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

ComfySearch: Autonomous Exploration and Reasoning for ComfyUI Workflows
par: Su, Jinwei, et autres
Publié: (2026)

ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development
par: Xu, Zhenran, et autres
Publié: (2025)

ComfyUI-R1: Exploring Reasoning Models for Workflow Generation
par: Xu, Zhenran, et autres
Publié: (2025)

ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems
par: Xue, Xiangyuan, et autres
Publié: (2024)

Ep. 20: Architectural AI: Precision with ControlNet & ComfyUI
par: Rosehill, Daniel, et autres
Publié: (2025)

Explainability-in-Action: Enabling Expressive Manipulation and Tacit Understanding by Bending Diffusion Models in ComfyUI
par: Abuzuraiq, Ahmed M., et autres
Publié: (2025)

Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models
par: Wu, Mingrui, et autres
Publié: (2024)

EncGPT: A Multi-Agent Workflow for Dynamic Encryption Algorithms
par: Li, Donghe, et autres
Publié: (2025)

ComfyGI: Automatic Improvement of Image Generation Workflows
par: Sobania, Dominik, et autres
Publié: (2024)

Agent+P: Guiding UI Agents via Symbolic Planning
par: Ma, Shang, et autres
Publié: (2025)

COLA: A Scalable Multi-Agent Framework For Windows UI Task Automation
par: Zhao, Di, et autres
Publié: (2025)

ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation
par: Gal, Rinon, et autres
Publié: (2024)

BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge
par: Fu, Sihan, et autres
Publié: (2026)

Self-Organizing Agent Network for LLM-based Workflow Automation
par: Xiong, Yiming, et autres
Publié: (2025)

SCMAPR: Self-Correcting Multi-Agent Prompt Refinement for Complex-Scenario Text-to-Video Generation
par: Yang, Chengyi, et autres
Publié: (2026)

MICON-Bench: Benchmarking and Enhancing Multi-Image Context Image Generation in Unified Multimodal Models
par: Wu, Mingrui, et autres
Publié: (2026)

Communication to Completion: Modeling Collaborative Workflows with Intelligent Multi-Agent Communication
par: Lu, Yiming, et autres
Publié: (2025)

COCO: Cognitive Operating System with Continuous Oversight for Multi-Agent Workflow Reliability
par: Liang, Churong, et autres
Publié: (2025)

Large Language Model-Driven Cross-Domain Orchestration Using Multi-Agent Workflow
par: Xu, Xiaonan, et autres
Publié: (2024)

Self-Refining Topology Optimization via an LLM-Based Multi-Agent Framework
par: Park, Hyunjee, et autres
Publié: (2026)

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration
par: Cheng, Yuyang, et autres
Publié: (2025)

MARINE: Theoretical Optimization and Design for Multi-Agent Recursive IN-context Enhancement
par: Zhang, Hongwei, et autres
Publié: (2025)

TraDiffusion: Trajectory-Based Training-Free Image Generation
par: Wu, Mingrui, et autres
Publié: (2024)

MARS-DA: A Hierarchical Reinforcement Learning Framework for Risk-Aware Multi-Agent Bidding in Power Grids
par: Chen, Jiayi, et autres
Publié: (2026)

TVDO: Tchebycheff Value-Decomposition Optimization for Multi-Agent Reinforcement Learning
par: Hu, Xiaoliang, et autres
Publié: (2023)

Uncovering Bottlenecks and Optimizing Scientific Lab Workflows with Cycle Time Reduction Agents
par: Fehlis, Yao
Publié: (2025)

Beyond the All-in-One Agent: Benchmarking Role-Specialized Multi-Agent Collaboration in Enterprise Workflows
par: Yu, Tao, et autres
Publié: (2026)

RobustFlow: Towards Robust Agentic Workflow Generation
par: Xu, Shengxiang, et autres
Publié: (2025)

NegotiationGym: Self-Optimizing Agents in a Multi-Agent Social Simulation Environment
par: Mangla, Shashank, et autres
Publié: (2025)

Stop Wandering, Find the Keys: LLMs Discriminate Key States for Efficient Multi-Agent Exploration
par: Qu, Yun, et autres
Publié: (2024)

Reflection-Driven Self-Optimization 6G Agentic AI RAN via Simulation-in-the-Loop Workflows
par: Hu, Yunhao, et autres
Publié: (2025)

SAGE: Multi-Agent Self-Evolution for LLM Reasoning
par: Peng, Yulin, et autres
Publié: (2026)

LLM-Enhanced Multi-Agent Reinforcement Learning with Expert Workflow for Real-Time P2P Energy Trading
par: Lou, Chengwei, et autres
Publié: (2025)

HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems
par: Hou, Zhipeng, et autres
Publié: (2025)

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows
par: Pan, Zaifeng, et autres
Publié: (2025)

AutoGenesisAgent: Self-Generating Multi-Agent Systems for Complex Tasks
par: Harper, Jeremy
Publié: (2024)

Multi-Robot Cooperative Herding through Backstepping Control Barrier Functions
par: Li, Kang, et autres
Publié: (2025)

Generalized Per-Agent Advantage Estimation for Multi-Agent Policy Optimization
par: Kim, Seongmin, et autres
Publié: (2026)

B2MAPO: A Batch-by-Batch Multi-Agent Policy Optimization to Balance Performance and Efficiency
par: Zhang, Wenjing, et autres
Publié: (2024)

Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Multi-Agent Workflows
par: Gharzeddine, Luay, et autres
Publié: (2026)