NN-LUT: neural approximation of non-linear operations for efficient transformer inference. - Joonsang Yu; Junki Park; Seongmin Park 003; Minsoo Kim; Sihwa Lee; Dong Hyun Lee; Jungwook Choi (DAC, 2022)

Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders. - Minsoo Kim; Sihwa Lee; Sukjin Hong; Du-Seong Chang; Jungwook Choi (EMNLP, 2022)

Token-Scaled Logit Distillation for Ternary Weight Generative Language Models. - Minsoo Kim; Sihwa Lee; Janghwan Lee; Sukjin Hong; Du-Seong Chang; Wonyong Sung; Jungwook Choi (NeurIPS, 2023)

RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models. - Minsoo Kim; Sihwa Lee; Wonyong Sung; Jungwook Choi (ACL (Findings), 2024)