Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems. - Jaewook J. Suh; Gyumin Roh; Ernest K. Ryu (ICML, 2022)

Continuous-time Analysis of Anchor Acceleration. - Jaewook J. Suh; Jisun Park 003; Ernest K. Ryu (NeurIPS, 2023)

Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique. - Taeho Yoon; Jaeyeon Kim; Jaewook J. Suh; Ernest K. Ryu (ICML, 2024)

Optimization Algorithm Design via Electric Circuits. - Stephen Boyd; Tetiana Parshakova; Ernest K. Ryu; Jaewook J. Suh (NeurIPS, 2024)

Optimization Algorithm Design via Electric Circuits. - Stephen P. Boyd; Tetiana Parshakova; Ernest K. Ryu; Jaewook J. Suh (CoRR, 2024)

Numerical Analysis of HiPPO-LegS ODE for Deep State Space Models. - Jaesung R. Park; Jaewook J. Suh; Ernest K. Ryu (CoRR, 2024)