Kanghyun Choi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Correlation Clustering

Hard Constraints

Multi Objective Evolutionary

Top Venues

Mob. Inf. Syst.

Publications

Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park, Mayoore Selvarasa Jaiswal, Noseong Park, Jonghyun Choi, Jinho Lee
DataFreeShield: Defending Adversarial Attacks without Training Data. CoRR (2024)
Kanghyun Choi, Hyeyoon Lee, Dain Kwon, Sunjong Park, Kyuyeun Kim, Noseong Park, Jinho Lee
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity. CoRR (2024)
Deokki Hong, Kanghyun Choi, Hyeyoon Lee, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
Enabling Hard Constraints in Differentiable Neural Network and Accelerator Co-Exploration. CoRR (2023)
Jaewon Jung, Jaeyong Song, Hongsun Jang, Hyeyoon Lee, Kanghyun Choi, Noseong Park, Jinho Lee
Fast Adversarial Training with Dynamic Batch-level Attack Control. DAC (2023)
Kanghyun Choi, Hyeyoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher. CVPR (2022)
Deokki Hong, Kanghyun Choi, Hyeyoon Lee, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
Enabling hard constraints in differentiable neural network and accelerator co-exploration. DAC (2022)
Kanghyun Choi, Hyeyoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher. CoRR (2022)
Kanghyun Choi, Deokki Hong, Noseong Park, Youngsok Kim, Jinho Lee
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples. NeurIPS (2021)
Kanghyun Choi, Deokki Hong, Noseong Park, Youngsok Kim, Jinho Lee
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples. CoRR (2021)
Joonsung Kim, Kanghyun Choi, Wonsik Lee, Jangwoo Kim
Performance Modeling and Practical Use Cases for Black-Box SSDs. ACM Trans. Storage 17 (2) (2021)
Kanghyun Choi, Deokki Hong, Hojae Yoon, Joonsang Yu, Youngsok Kim, Jinho Lee
DANCE: Differentiable Accelerator/Network Co-Exploration. DAC (2021)
Kanghyun Choi, Deokki Hong, Hojae Yoon, Joonsang Yu, Youngsok Kim, Jinho Lee
DANCE: Differentiable Accelerator/Network Co-Exploration. CoRR (2020)
Kanghyun Choi, Jongwon Lee, Jongwoo Park
Nonlinear Mixed Model and Reliability Prediction for OLED Luminance Degradation. IRPS (2019)
Kanghyun Choi, Yeo-Jin Yoon, Oh-Young Song, Soo-Mi Choi
Interactive and Immersive Learning Using 360° Virtual Reality Contents on Mobile Platforms. Mob. Inf. Syst. 2018 (2018)