Presentation
ChatPattern: Layout Pattern Customization via Natural Language
DescriptionExisting works focus on fixed-size layout pattern generation, while the more pratical free-size pattern generation receives limited attention. In this paper, we propose ChatPattern, a novel Large-Language-Model (LLM) powered framework for flexible pattern customization. ChatPattern utilizes a two-part system featuring an expert LLM-agent and a highly controllable layout pattern generator. The LLM-agent can interpret natural language requirements and operate design tools to meet specified needs, while the generator excels in conditional layout generation, pattern modification, and memory-friendly patterns extension. Experiments on challenging pattern generation setting shows the ability of ChatPattern to synthesize high-quality large-scale patterns.
Event Type
Research Manuscript
TimeWednesday, June 261:30pm - 1:45pm PDT
Location3008, 3rd Floor
Design
Design for Manufacturability and Reliability