Pith. sign in

REVIEW 1 cited by

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

Not yet reviewed by Pith; the record is open.

This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.

SPECIMEN: schema-true, not a live event

T0 review · schema-true

One-sentence machine reading of the paper's core claim.

pith:XXXXXXXX · record.json · timestamp

arxiv 2405.07131 v1 pith:ER5P4GBD submitted 2024-05-12 cs.HC cs.MA

classification cs.HCcs.MA
keywords designmaxprototypergenerationinteractivemulti-agentsystemuserchallenges
verification ladder T0 review T1 audit T2 compute T3 formal
0 comments
read the original 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.

Discussion (0). Sign in to comment.

Forward citations

Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. CRMAgent: A Multi-Agent LLM System for E-Commerce CRM Message Template Generation

    cs.CL 2025-07 reject novelty 4.0 of 10

    A multi-agent LLM pipeline for rewriting e-commerce CRM messages reports large quality gains, but the gains are judged by the same model that produces the rewrites, so they are not independently validated.

Pith tools