Jiyeon Kang

Intern, LG Corporation

1 paper at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery

#2606 · Jiyeon Kang, Songseong Kim, Chanhui Lee, Doyeong Hwang, Joanie Hayoun Chung, Yunkyung Ko, Sumin Lee, Sungwoong Kim, Sungbin Lim

We enhance score matching based causal discovery algorithms through a specially designed neural operator trained via diffusion modeling in smooth function spaces.