MAxPrototyper: A Multi-Agent Generation System for Interactive User Interface Prototyping
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Abstract (arXiv)
In automated user interactive design, designers face key challenges, including accurate representation of user intent, crafting high-quality components, and ensuring both aesthetic and semantic consistency. Addressing these challenges, we introduce MAxPrototyper, our human-centered, multi-agent system for interactive design generation. The core of MAxPrototyper is a theme design agent. It coordinates with specialized sub-agents, each responsible for generating specific parts of the design. Through an intuitive online interface, users can control the design process by providing text descriptions and layout. Enhanced by improved language and image generation models, MAxPrototyper generates each component with careful detail and contextual understanding. Its multi-agent architecture enables a multi-round interaction capability between the system and users, facilitating precise and customized design adjustments throughout the creation process.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 May 2024.
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Citing papers per year: 2025: 5; 2026: 1.
6 papers.
- 2025Creativity in LLM-based Multi-Agent Systems: A Surveycited by 23
- 2025CRMAgent: A Multi-Agent LLM System for E-Commerce CRM Message Template Generationcited by 5
- 2025CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Designcited by 2
- 2025APD-Agents: A Large Language Model-Driven Multi-Agents Collaborative Framework for Automated Page Designcited by 0
- 2025Beyond Prototyping: Autonomous, Enterprise-Grade Frontend Development from Pixel to Production via a Specialized Multi-Agent Frameworkcited by 0
- 2026Enabling Creative Exploration for Vibe Design Agentscited by 0
- 2026Enabling Creative Exploration for Vibe Design Agents14 Sep 2026
- 2025Beyond Prototyping: Autonomous, Enterprise-Grade Frontend Development from Pixel to Production via a Specialized Multi-Agent Framework5 Dec 2025
- 2025CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Design25 Nov 2025
- 2025APD-Agents: A Large Language Model-Driven Multi-Agents Collaborative Framework for Automated Page Design18 Nov 2025
- 2025CRMAgent: A Multi-Agent LLM System for E-Commerce CRM Message Template Generation11 Jul 2025
- 2025Creativity in LLM-based Multi-Agent Systems: A Survey27 May 2025