Dengchun Li

According to our database, Dengchun Li authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DynMoLE: Boosting Mixture of LoRA Experts Fine-Tuning with a Hybrid Routing Mechanism.

Dengchun Li, Naizheng Wang, Zihao Zhang, Haoyang Yin, Lei Duan, Meng Xiao, Mingjie Tang

CoRR, April, 2025

mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs.

Zhengmao Ye, Dengchun Li, Zetao Hu, Tingfeng Lan, Jian Sha, Shicong Zhang, Lei Duan, Jie Zuo, Hui Lu, Yuanchun Zhou, Mingjie Tang

Proc. VLDB Endow., February, 2025

2024

MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA based Mixture of Experts.

Dengchun Li, Yingzi Ma, Naizheng Wang, Zhiyuan Cheng, Lei Duan, Jie Zuo, Cal Yang, Mingjie Tang

CoRR, 2024

2023

ASPEN: High-Throughput LoRA Fine-Tuning of Large Language Models with a Single GPU.

Zhengmao Ye, Dengchun Li, Jingqi Tian, Tingfeng Lan, Jie Zuo, Lei Duan, Hui Lu, Yexi Jiang, Jian Sha, Ke Zhang, Mingjie Tang

CoRR, 2023