跳到主要内容
    2025
  • mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs
    Zhengmao Ye, Dengchun Li, Zetao Hu, Tingfen Lan, Sha Jian, Sicong Zheng, Lei Duan, Jie Zuo, Hui Lu, Yuanchun Zhou, Mingjie Tang
    under revision Proceedings of Very Large Data Bases Conference (VLDB), 2025.
  • Diffusion Counterfactual-Based Anomaly Detection in Class-Imbalanced Data
    Xinyun Shen, Min Li, Zhengmao Ye, Zhenyang Yu, Lei Duan
    in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025.
    • 2024
  • MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts
    Dengchun Li, Yingzi Ma, Naizheng Wang, Zhengmao Ye, Zhiyuan Cheng, Yinghao Tang, Yan Zhang, Lei Duan, Jie Zuo, Cal Yang, Mingjie Tang
    arXiv preprint arXiv:2404.15159, 2024