Dongsoo Lee
~Dongsoo_Lee1
8
论文总数
4.0
年均投稿
平均评分
接收情况4/8
会议分布
ICLR
6
NeurIPS
2
发表论文 (8 篇)
20254 篇
4
To FP8 and Back Again: Quantifying Reduced Precision Effects on LLM Training Stability
ICLR 2025Rejected
5
FlexBCQ: Flexible Binary-coding Quantization for Large Language Models
ICLR 2025Rejected
5
Don’t Discard, but Keep It Small: Context-Preserving KV Cache Compression with Importance-Aware Adaptive Precision
ICLR 2025Rejected
4
CodeGEMM: A Codebook-Centric Approach to Efficient GEMM in Quantized LLMs
NeurIPS 2025Poster
20244 篇
4
LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices
ICLR 2024Rejected
3
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models
ICLR 2024Poster
3
DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation
NeurIPS 2024Poster
4
LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models
ICLR 2024Poster