LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation. - Yixiao Li; Yifan Yu 008; Qingru Zhang; Chen Liang 006; Pengcheng He; Weizhu Chen; Tuo Zhao (ICML, 2023)

LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models. - Yixiao Li; Yifan Yu 008; Chen Liang 006; Nikos Karampatziakis; Pengcheng He; Weizhu Chen; Tuo Zhao (ICLR, 2024)