Han-Sok Suh

11 papers A 3C 1Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A conf
CTDM: Resource-Efficient FPGA-Accelerated Simulation of Large-Scale NPU Designs.
ICCAD
Hyunje Jo, Han-Sok Suh, Hyun-Seok Heo, Jinseok Kim, Hyunsung Kim, Boeui Hong, Jungju Oh, Sunghyun Park, Jinwook Oh, Sunghwan Jo, Kangwook Lee, Jae-sun Seo
2025 C conf
Low-Precision Normalization Algorithm and Accelerator for Neural Network Training.
ISCAS
Han-Sok Suh, Jian Meng, Jae-sun Seo
2024 — conf
Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design.
MLSys
Jian Meng, Yuan Liao, Anupreetham Anupreetham, Ahmed Hassan, Shixing Yu, Han-Sok Suh, Xiaofeng Hu, Jae-sun Seo
2024 J jnl
Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design.
CoRR
Jian Meng, Yuan Liao, Anupreetham Anupreetham, Ahmed Hassan, Shixing Yu, Han-Sok Suh, Xiaofeng Hu, Jae-sun Seo
2023 J jnl
A 28-nm 8-bit Floating-Point Tensor Core-Based Programmable CNN Training Processor With Dynamic Structured Sparsity.
IEEE J. Solid State Circuits
Shreyas Kolala Venkataramanaiah, Jian Meng, Han-Sok Suh, Injune Yeo, Jyotishman Saikia, Sai Kiran Cherupally, Yichi Zhang, Zhiru Zhang, Jae-sun Seo
2023 J jnl
Algorithm-hardware Co-optimization for Energy-efficient Drone Detection on Resource-constrained FPGA.
ACM Trans. Reconfigurable Technol. Syst.
Han-Sok Suh, Jian Meng, Ty Nguyen, Vijay Kumar, Yu Cao, Jae-sun Seo
2023 A conf
FPGA Acceleration of GCN in Light of the Symmetry of Graph Adjacency Matrix.
DATE
Gopikrishnan Raveendran Nair, Han-Sok Suh, Mahantesh Halappanavar, Frank Liu, Jae-sun Seo, Yu Cao
2022 — conf
A 28nm 8-bit Floating-Point Tensor Core based CNN Training Processor with Dynamic Activation/Weight Sparsification.
ESSCIRC
Shreyas Kolala Venkataramanaiah, Jian Meng, Han-Sok Suh, Injune Yeo, Jyotishman Saikia, Sai Kiran Cherupally, Yichi Zhang, Zhiru Zhang, Jae-sun Seo
2022 J jnl
Efficient continual learning at the edge with progressive segmented training.
Neuromorph. Comput. Eng.
Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Han-Sok Suh, Shihui Yin, Gokul Krishnan, Frank Liu, Jae-sun Seo, Yu Cao
2021 — conf
Algorithm-Hardware Co-Optimization for Energy-Efficient Drone Detection on Resource-Constrained FPGA.
FPT
Han-Sok Suh, Jian Meng, Ty Nguyen, Shreyas K. Venkataramanaiah, Vijay Kumar, Yu Cao, Jae-sun Seo
2020 A conf
FPGA-based Low-Batch Training Accelerator for Modern CNNs Featuring High Bandwidth Memory.
ICCAD
Shreyas K. Venkataramanaiah, Han-Sok Suh, Shihui Yin, Eriko Nurvitadhi, Aravind Dasu, Yu Cao, Jae-sun Seo