Zishuo Ding

Can pre-trained code embeddings improve model performance? Revisiting the use of code embeddings in software engineering tasks

Zishuo Ding, Heng Li, Weiyi Shang et al. · Empirical Software Engineering · 2022 · 34 citations

Natural Language Processing, Llm Fine-tuning, Engineering +13

Towards the use of the readily available tests from the release pipeline as performance tests

Zishuo Ding, Jinfu Chen, Weiyi Shang · 2020 · 33 citations

Software Maintenance, Performance Tests, Engineering +21

LoGenText: Automatically Generating Logging Texts Using Neural Machine Translation

Zishuo Ding, Heng Li, Weiyi Shang · 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) · 2022 · 22 citations

<i>LoGenText-Plus</i> : Improving Neural Machine Translation Based Logging Texts Generation with Syntactic Templates

Zishuo Ding, Yiming Tang, Xiaoyu Cheng et al. · ACM Transactions on Software Engineering and Methodology · 2023 · 13 citations

Towards Learning Generalizable Code Embeddings Using Task-agnostic Graph Convolutional Networks

Zishuo Ding, Heng Li, Weiyi Shang et al. · ACM Transactions on Software Engineering and Methodology · 2022 · 11 citations