On Efficient Training of Large-Scale Deep Learning Models: A Literature Review. - Li Shen 008; Yan Sun; Zhiyuan Yu 004; Liang Ding 006; Xinmei Tian 001; Dacheng Tao (CoRR, 2023)

Sheared Backpropagation for Fine-Tuning Foundation Models. - Zhiyuan Yu 004; Li Shen 008; Liang Ding 006; Xinmei Tian 001; Yixin Chen 001; Dacheng Tao (CVPR, 2024)

On Efficient Training of Large-Scale Deep Learning Models. - Li Shen 008; Yan Sun; Zhiyuan Yu 004; Liang Ding 006; Xinmei Tian 001; Dacheng Tao (ACM Comput. Surv., 2025)

MaskPro: Linear-Space Probabilistic Learning for Strict (N:M)-Sparsity on Large Language Models. - Yan Sun; Qixin Zhang 001; Zhiyuan Yu 004; Xikun Zhang 007; Li Shen 008; Dacheng Tao (CoRR, 2025)