Lee, Deokjae

6 publications

ICML 2025 GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens Js Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song

NeurIPS 2025 Q-Palette: Fractional-Bit Quantizers Toward Optimal Bit Allocation for Efficient LLM Deployment Deokjae Lee, Hyun Oh Song

ICML 2024 Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization Deokjae Lee, Hyun Oh Song, Kyunghyun Cho

ICML 2023 Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming Jinuk Kim, Yeonwoo Jeong, Deokjae Lee, Hyun Oh Song

AISTATS 2022 Optimal Channel Selection with Discrete QCQP Yeonwoo Jeong, Deokjae Lee, Gaon An, Changyong Son, Hyun Oh Song

ICML 2022 Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization Deokjae Lee, Seungyong Moon, Junhyeok Lee, Hyun Oh Song