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Xilin Wang

3 accepted papers

2025

CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward

NeurIPS 2025poster

In this work, we introduce CAD-Coder, a novel framework that reformulates text-to-CAD as the generation of CadQuery scripts—a Python-based, parametric CAD language. This representation enables direct geometric validation, a richer modeling vocabulary, and seamless integration with existing LLMs. To…

Cited by 0SourceScholar
2025

From 2D CAD Drawings to 3D Parametric Models: A Vision-Language Approach

AAAI 2025technical

In this paper, we present CAD2Program, a new method for reconstructing 3D parametric models from 2D CAD drawings. Our proposed method is inspired by recent successes in vision-language models (VLMs), and departs from traditional methods which rely on task-specific data representations and/or algorit…

2025

Move to Understand a 3D Scene: Bridging Visual Grounding and Exploration for Efficient and Versatile Embodied Navigation

ICCV 2025poster

Embodied scene understanding requires not only comprehending visual-spatial information that has been observed but also determining where to explore next in the 3D physical world. Existing 3D Vision-Language (3D-VL) models primarily focus on grounding objects in static observations from 3D reconstru…

Cited by 0SourcePDFScholar