Xiaoming Yuan

RA-SpaRC: Robust Adaptation with Sparse Plus Low-Rank Compressors

GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models

Adapprox: Memory Efficient Optimization via Adaptive Randomized Low-Rank Approximation

FISTAPruner: Layer-wise Post-training Pruning for Large Language Models

FASP: Fast and Accurate Structured Pruning of Large Language Models