Jian Sha

According to our database, Jian Sha authored at least 6 papers between 2023 and 2024.

Collaborative distances:

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

2024

DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the cloud.

Qinlong Wang, Tingfeng Lan, Yinghao Tang, Bo Sang, Ziling Huang, Yiheng Du, Haitao Zhang, Jian Sha, Hui Lu, Yuanchun Zhou, Ke Zhang, Mingjie Tang

Proc. VLDB Endow., August, 2024

Enhancing hydrological extremes prediction accuracy: Integrating diverse loss functions in Transformer models.

Xue Li, Qi-Liang Sun, Yanfei Zhang, Jian Sha, Man Zhang

Environ. Model. Softw., 2024

EDiT: A Local-SGD-Based Efficient Distributed Training Method for Large Language Models.

Jialiang Cheng, Ning Gao, Yun Yue, Zhiling Ye, Jiadi Jiang, Jian Sha

CoRR, 2024

Couler: Unified Machine Learning Workflow Optimization in Cloud.

Xiaoda Wang, Yuan Tang, Tengda Guo, Bo Sang, Jingji Wu, Jian Sha, Ke Zhang, Jiang Qian, Mingjie Tang

CoRR, 2024

Couler: Unified Machine Learning Workflow Optimization in Cloud.

Xiaoda Wang, Yuan Tang, Tengda Guo, Bo Sang, Jiewei Wu, Jian Sha, Ke Zhang, Jiang Qian, Mingjie Tang

Proceedings of the 40th IEEE International Conference on Data Engineering, 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