MAxPrototyper: A Multi-Agent Generation System for Interactive User Interface Prototyping

TL;DR

MAxPrototyper is a multi-agent system that enables interactive, user-centered design prototyping by coordinating specialized agents to generate detailed, context-aware UI components through an intuitive interface.

Contribution

The paper introduces MAxPrototyper, a novel multi-agent framework that enhances interactive UI prototyping with multi-round user-system interactions and improved generative models.

Findings

Effective multi-agent coordination for UI design

Supports multi-round iterative user interactions

Produces high-quality, context-aware design components

Abstract

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.