2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.CL2024
GaLore: Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection
Xutao Liao, Shaohui Li, Yuhui Xu +3
Recent low-rank training methods, such as GaLore, have significantly reduced the memory required to optimize large language models (LLMs). However, these methods often suffer from…
cs.CV2024
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation
Han Li, Shaohui Li, Shuangrui Ding +5
Image compression for machine and human vision (ICMH) has gained increasing attention in recent years. Existing ICMH methods are limited by high training and storage overheads due…
eess.IV2023★ 2 cited
Learned Lossless Compression for JPEG via Frequency-Domain Prediction
Jixiang Luo, Shaohui Li, Wenrui Dai +3
JPEG images can be further compressed to enhance the storage and transmission of large-scale image datasets. Existing learned lossless compressors for RGB images cannot be well tra…