Lee, Jinho

12 publications

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

NeurIPS 2025 FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning Woosung Kim, Jinho Lee, Jongmin Lee, Byung-Jun 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 2024 PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor Jaewon Jung, Hongsun Jang, Jaeyong Song, 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

IJCAI 2021 AutoReCon: Neural Architecture Search-Based Reconstruction for Data-Free Compression Baozhou Zhu, H. Peter Hofstee, Johan Peltenburg, Jinho Lee, Zaid Al-Ars

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

IJCAI 2020 MAPS: Multi-Agent Reinforcement Learning-Based Portfolio Management System Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang

CVPRW 2020 MUTE: Inter-Class Ambiguity Driven Multi-Hot Target Encoding for Deep Neural Network Design Mayoore S. Jaiswal, Bumsoo Kang, Jinho Lee, Minsik Cho

ICCVW 2019 Video-Text Compliance: Activity Verification Based on Natural Language Instructions Mayoore Jaiswal, H. Peter Hofstee, Valerie Chen, Suvadip Paul, Rogério Feris, Frank Liu, Anupama Jagannathan, Anne Gattiker, Inseok Hwang, Jinho Lee, Matthew Tong, Sahil Dureja, Soham Shah

ICCV 2005 A Bilinear Illumination Model for Robust Face Recognition Jinho Lee, Baback Moghaddam, Hanspeter Pfister, Raghu Machiraju