Youngrok Park — accepted AI-conference papers

2025

KLASS: KL-Guided Fast Inference in Masked Diffusion Models

Seo Hyun Kim, Sunwoo Hong, Hojung Jung, Youngrok Park, Se-Young Yun

NeurIPS 2025spotlight

Masked diffusion models have demonstrated competitive results on various tasks including language generation. However, due to its iterative refinement process, the inference is often bottlenecked by slow and static sampling speed. To overcome this problem, we introduce `KL-Adaptive Stability Samplin…

Cited by 0 Source ↗Scholar ↗

2024

Conditional Synthesis of 3D Molecules with Time Correction Sampler

Hojung Jung, Youngrok Park, Laura Schmid, Jaehyeong Jo, Dongkyu Lee, Bongsang Kim +2

NeurIPS 2024poster

Diffusion models have demonstrated remarkable success in various domains, including molecular generation. However, conditional molecular generation remains a fundamental challenge due to an intrinsic trade-off between targeting specific chemical properties and generating meaningful samples from the…

Cited by 2 Source ↗PDF ↗Scholar ↗