Deokki Hong

13 papers A* 5Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
DANCE++: Differentiable Accelerator/Network Co-Exploration With Hard Constraints and Data-Free Training for Real-World Scenarios.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Kanghyun Choi, Deokki Hong, Hyeyoon Lee, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
2025 — conf
Enhancing Generalization in Data-Free Quantization via Mixup-Class Prompting.
ICCVW
Jiwoong Park, Chaeun Lee, Yongseok Choi, Sein Park, Deokki Hong, Jungwook Choi
2025 J jnl
Enhancing Generalization in Data-free Quantization via Mixup-class Prompting.
CoRR
Jiwoong Park, Chaeun Lee, Yongseok Choi, Sein Park, Deokki Hong, Jungwook Choi
2023 J jnl
Enabling Hard Constraints in Differentiable Neural Network and Accelerator Co-Exploration.
CoRR
Deokki Hong, Kanghyun Choi, Hyeyoon Lee, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
2023 A* conf
Online Boundary-Free Continual Learning by Scheduled Data Prior.
ICLR
Hyunseo Koh, Minhyuk Seo, Jihwan Bang, Hwanjun Song, Deokki Hong, Seulki Park, Jung-Woo Ha, Jonghyun Choi
2022 A* conf
Enabling hard constraints in differentiable neural network and accelerator co-exploration.
DAC
Deokki Hong, Kanghyun Choi, Hyeyoon Lee, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
2022 A* conf
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher.
CVPR
Kanghyun Choi, Hyeyoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
2022 J jnl
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher.
CoRR
Kanghyun Choi, Hyeyoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
2022 J jnl
Tech Report: One-stage Lightweight Object Detectors.
CoRR
Deokki Hong
2021 A* conf
DANCE: Differentiable Accelerator/Network Co-Exploration.
DAC
Kanghyun Choi, Deokki Hong, Hojae Yoon, Joonsang Yu, Youngsok Kim, Jinho Lee
2021 A* conf
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples.
NeurIPS
Kanghyun Choi, Deokki Hong, Noseong Park, Youngsok Kim, Jinho Lee
2021 J jnl
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples.
CoRR
Kanghyun Choi, Deokki Hong, Noseong Park, Youngsok Kim, Jinho Lee
2020 J jnl
DANCE: Differentiable Accelerator/Network Co-Exploration.
CoRR
Kanghyun Choi, Deokki Hong, Hojae Yoon, Joonsang Yu, Youngsok Kim, Jinho Lee