About Me

Jiayi Lin (林嘉怡)

Algorithm engineer

Code Search and Understanding Group

Research Center of AI Platform Technology

International Digital Economy Academy

Shenzhen, China

Email: jiayilin1024@gmail.com

Publication

• Survey of Code Search Based on Deep Learning [pdf]

  Yutao Xie, Jiayi Lin, Hande Dong, Lei Zhang, Zhonghai Wu

  ACM Transactions on Software Engineering and Methodology (TOSEM 2023, CCF-A)

• Retriever and Ranker Framework with Probabilistic Hard Negative Sampling for Code Search [preprint]

  Hande Dong, Jiayi Lin, Yichong Leng, Jiawei Chen, Yutao Xie

• Scaling Laws Behind Code Understanding Model [preprint]

  Jiayi Lin, Hande Dong, Yutao Xie, Lei Zhang

Work Experiences

• Algorithm Engineer, International Digital Economy Academy, 2021.07-today

  Working Area: code understanding and generation, pretrained language model, large language model

Intern Experiences

• Research Intern in Visual privacy protection, Cloud Brain Intelligence Transportation Group, Pengcheng Lab, 2019.10~2020.01.

  Supervised by Prof. Yue Yu and Prof. Long Lan

Education

• [2018.9-2021.6] M.E. in Wuhan University of Technology (Whut) at Wuhan, Hubei.

  Supervisor: Prof. Chengming Zou

• [2014.9-2018.6] B.E. in Wuhan Institute of Technology (WIT) at Wuhan, Hubei.