Zhang Shilong

KAIST, School of Electrical Engineering Ph.D. (M.S. integrated) (Sep. 2023 – Present)
KAIST, School of Electrical Engineering M.S. (Sep. 2022 – Aug. 2023)
KAIST, School of Electrical Engineering B.S. (Sep. 2018 – Jun. 2022)
The Middle School Attached to Sichuan University (Sep. 2015 – Jun. 2018)

Seohyun Kim, Shilong Zhang, and Youngsoo Shin, “ML-guided curvilinear OPC: fast, accurate, and manufacturable curve correction,” IEEE Transactions on Semiconductor Manufacturing, submitted.
Taeyoung Kim, Shilong Zhang, and Youngsoo Shin, “Model-based OPC with adaptive PID control through reinforcement learning,” IEEE Transactions on Semiconductor Manufacturing, submitted.

Minseung Shin, Shilong Zhang, Geuna Chang, and Youngsoo Shin, “On-Chip Decoupling Capacitor Placement with Impedance Constraint for DRAM Design,” Proc. Design Automation Conf. (DAC), submitted.
Minseung Shin, Shilong Zhang, and Youngsoo Shin, “Fast and accurate analysis of power distribution network impedance for DRAM Design,” Proc. Int’l Symp. on Circuits and Systems (ISCAS), submitted.
Shilong Zhang and Youngsoo Shin, “Unified inverse lithography technology (ILT) and fracturing through recurrent neural network,” Proc. SPIE Advanced Lithography, accepted.
Shilong Zhang, Seohyun Kim, and Youngsoo Shin, “Fast and accurate matrix-OPC with MEEF prediction using Kolmogorov-Arnold network,” Proc. SPIE Advanced Lithography, accepted.
Seohyun Kim, Gangmin Cho, Shilong Zhang, and Youngsoo Shin, “Fast and accurate curvilinear OPC with ML-guided curve correction,” Proc. Int’l SoC Design Conf. (ISOCC), Aug. 2024.

Design Technology