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Guying Lin

3 accepted papers

2026

PAT3D: Physics-Augmented Text-to-3D Scene Generation

ICLR 2026poster

We introduce PAT3D, the first physics-augmented text-to-3D scene generation framework that integrates vision–language models with physics-based simulation to produce physically plausible, simulation-ready, and intersection-free 3D scenes. Given a text prompt, PAT3D generates 3D objects, infers their…

Cited by 0SourcecodeScholar
2025

Large Images Are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting

AAAI 2025technical

While Implicit Neural Representations (INRs) have demonstrated significant success in image representation, they are often hindered by large training memory and slow decoding speed. Recently, Gaussian Splatting (GS) has emerged as a promising solution in 3D reconstruction due to its highquality nove…

2023

Surface Extraction from Neural Unsigned Distance Fields

ICCV 2023poster

We propose a method, named DualMesh-UDF, to extract a surface from unsigned distance functions (UDFs), encoded by neural networks, or neural UDFs. Neural UDFs are becoming increasingly popular for surface representation because of their versatility in presenting surfaces with arbitrary topologies, a…

Cited by 8PDFcodeScholar