Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel. - Sungyub Kim; Sihwan Park 001; Kyung-Su Kim 002; Eunho Yang (ICLR, 2023)

LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding. - Doohyuk Jang; Sihwan Park 001; June Yong Yang; Yeonsung Jung; Jihun Yun; Souvik Kundu 009; Sungyub Kim; Eunho Yang (ICLR, 2025)

Unraveling Zeroth-Order Optimization through the Lens of Low-Dimensional Structured Perturbations. - Sihwan Park 001; Jihun Yun; Sungyub Kim; Souvik Kundu 009; Eunho Yang (CoRR, 2025)

LANTERN++: Enhanced Relaxed Speculative Decoding with Static Tree Drafting for Visual Auto-regressive Models. - Sihwan Park 001; Doohyuk Jang; Sungyub Kim; Souvik Kundu 009; Eunho Yang (CoRR, 2025)