Kanghyun Choi

20 papers A* 7Journal 12Unranked 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 J jnl
FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic.
CoRR
Kanghyun Choi, Hyeyoon Lee, Sunjong Park, Dain Kwon, Jinho Lee
2025 J jnl
FS
IEEE Micro
Heetaek Jeong, Kanghyun Choi, Hamin Jang, Dongup Kwon, Eunjin Baek, Pyeongsu Park, Jangwoo Kim
2025 J jnl
MangoBoost Alice: Extremely Fast, Seamless, and Versatile FPGA-Accelerated DPU Solutions.
IEEE Micro
Heetaek Jeong, Wonsik Lee, Eunjin Baek, Changsu Kim, Changyeon Jo, Dongju Chae, Kanghyun Choi, Hamin Jang, Mohamed A. Elgammal, Sungmin Hong, Eriko Nurvitadhi, Dongup Kwon, Jangwoo Kim
2025 A* conf
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity.
AAAI
Kanghyun Choi, Hyeyoon Lee, Dain Kwon, Sunjong Park, Kyuyeun Kim, Noseong Park, Jonghyun Choi, Jinho Lee
2024 A* conf
DataFreeShield: Defending Adversarial Attacks without Training Data.
ICML
Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park, Mayoore Selvarasa Jaiswal, Noseong Park, Jonghyun Choi, Jinho Lee
2024 J jnl
DataFreeShield: Defending Adversarial Attacks without Training Data.
CoRR
Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park, Mayoore Selvarasa Jaiswal, Noseong Park, Jonghyun Choi, Jinho Lee
2024 J jnl
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity.
CoRR
Kanghyun Choi, Hyeyoon Lee, Dain Kwon, Sunjong Park, Kyuyeun Kim, Noseong Park, Jinho Lee
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
Fast Adversarial Training with Dynamic Batch-level Attack Control.
DAC
Jaewon Jung, Jaeyong Song, Hongsun Jang, Hyeyoon Lee, Kanghyun Choi, Noseong Park, Jinho Lee
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
2021 A* conf
DANCE: Differentiable Accelerator/Network Co-Exploration.
DAC
Kanghyun Choi, Deokki Hong, Hojae Yoon, Joonsang Yu, Youngsok Kim, Jinho Lee
2021 J jnl
Performance Modeling and Practical Use Cases for Black-Box SSDs.
ACM Trans. Storage
Joonsung Kim, Kanghyun Choi, Wonsik Lee, Jangwoo Kim
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
2019 — conf
Nonlinear Mixed Model and Reliability Prediction for OLED Luminance Degradation.
IRPS
Kanghyun Choi, Jongwon Lee, Jongwoo Park
2018 J jnl
Interactive and Immersive Learning Using 360° Virtual Reality Contents on Mobile Platforms.
Mob. Inf. Syst.
Kanghyun Choi, Yeo-Jin Yoon, Oh-Young Song, Soo-Mi Choi