Choi, Kanghyun

5 publications

NeurIPS 2025 FALQON: Accelerating LoRA Fine-Tuning with Low-Bit Floating-Point Arithmetic Kanghyun Choi, Hyeyoon Lee, SunJong Park, Dain Kwon, Jinho Lee

AAAI 2025 MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity Kanghyun Choi, Hyeyoon Lee, Dain Kwon, Sunjong Park, Kyuyeun Kim, Noseong Park, Jonghyun Choi, Jinho Lee

ICML 2024 DataFreeShield: Defending Adversarial Attacks Without Training Data Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park, Mayoore Selvarasa Jaiswal, Noseong Park, Jonghyun Choi, Jinho Lee

CVPR 2022 It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher Kanghyun Choi, Hye Yoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee

NeurIPS 2021 Qimera: Data-Free Quantization with Synthetic Boundary Supporting Samples Kanghyun Choi, Deokki Hong, Noseong Park, Youngsok Kim, Jinho Lee