Deokjae Lee

16 papers A* 4A 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance.
ICML
Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens J. S. Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song
2025 J jnl
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance.
CoRR
Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens JS Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song
2025 J jnl
Q-Palette: Fractional-Bit Quantizers Toward Optimal Bit Allocation for Efficient LLM Deployment.
CoRR
Deokjae Lee, Hyun Oh Song
2024 A* conf
Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization.
ICML
Deokjae Lee, Hyun Oh Song, Kyunghyun Cho
2024 J jnl
Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization.
CoRR
Deokjae Lee, Hyun Oh Song, Kyunghyun Cho
2023 A* conf
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming.
ICML
Jinuk Kim, Yeonwoo Jeong, Deokjae Lee, Hyun Oh Song
2023 J jnl
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming.
CoRR
Jinuk Kim, Yeonwoo Jeong, Deokjae Lee, Hyun Oh Song
2023 — conf
Query-Efficient Black-Box Red Teaming via Bayesian Optimization.
ACL (1)
Deokjae Lee, Junyeong Lee, Jung-Woo Ha, Jin-Hwa Kim, Sang-Woo Lee, Hwaran Lee, Hyun Oh Song
2023 J jnl
Query-Efficient Black-Box Red Teaming via Bayesian Optimization.
CoRR
Deokjae Lee, Junyeong Lee, Jung-Woo Ha, Jin-Hwa Kim, Sang-Woo Lee, Hwaran Lee, Hyun Oh Song
2022 A conf
Optimal channel selection with discrete QCQP.
AISTATS
Yeonwoo Jeong, Deokjae Lee, Gaon An, Changyong Son, Hyun Oh Song
2022 J jnl
Optimal channel selection with discrete QCQP.
CoRR
Yeonwoo Jeong, Deokjae Lee, Gaon An, Changyong Son, Hyun Oh Song
2022 A* conf
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization.
ICML
Deokjae Lee, Seungyong Moon, Junhyeok Lee, Hyun Oh Song
2022 J jnl
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization.
CoRR
Deokjae Lee, Seungyong Moon, Junhyeok Lee, Hyun Oh Song
2018 J jnl
Decremental dynamic algorithm to trace mutually connected clusters.
SoftwareX
Deokjae Lee, S. Hwang, Sangmin Choi, B. Kahng
2016 J jnl
Quantifying discrepancies in opinion spectra from online and offline networks.
CoRR
Deokjae Lee, Kyu S. Hahn, Soon-Hyung Yook, Juyong Park
2014 J jnl
Efficient algorithm to compute mutually connected components in interconnected networks.
CoRR
S. Hwang, Sangmin Choi, Deokjae Lee, B. Kahng