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.

翻译：在自动化用户交互设计中，设计师面临用户意图精准表达、高质量组件构建以及美学与语义一致性保障等关键挑战。针对这些问题，我们提出MAxPrototyper——一种以人为本的多智能体交互设计生成系统。该系统的核心是主题设计智能体，它协调多个专业子智能体协同工作，每个子智能体负责生成设计的特定部分。用户可通过直观的在线界面，以文本描述和布局方式控制设计流程。借助改进的语言与图像生成模型，MAxPrototyper能精细处理每个组件的细节并理解上下文语义。其多智能体架构赋予系统与用户多轮交互能力，可在创作过程中实现精准、定制化的设计调整。