Real-time motor control using recurrent neural networks. - Dongsung Huh; Emanuel Todorov (ADPRL, 2009)

The Vector Space of Convex Curves: How to Mix Shapes. - Dongsung Huh (CoRR, 2015)

Gradient Descent for Spiking Neural Networks. - Dongsung Huh; Terrence J. Sejnowski (NeurIPS, 2018)

Curvature-corrected learning dynamics in deep neural networks. - Dongsung Huh (ICML, 2020)

The Missing Invariance Principle found - the Reciprocal Twin of Invariant Risk Minimization. - Dongsung Huh; Avinash Baidya (NeurIPS, 2022)

ISAAC Newton: Input-based Approximate Curvature for Newton's Method. - Felix Petersen; Tobias Sutter; Christian Borgelt; Dongsung Huh; Hilde Kuehne; Yuekai Sun; Oliver Deussen (ICLR, 2023)

Discovering Symmetry Group Structures via Implicit Orthogonality Bias. - Dongsung Huh (CoRR, 2024)

Discovering Group Structures via Unitary Representation Learning. - Dongsung Huh (ICLR, 2025)