cv
Basics
| Name | Sen Fang |
| Label | Research Engineer |
| senf@kth.se | |
| Url | tomasandersonfang.github.io/ |
| Summary | A research engineer with a passion for AI and software engineer. |
Work
- 2023.03 - 2024.03
Research Engineer
KTH Royal Institute of Technology
Research on AI and software engineer, especially LLMs for program repair.
Education
Publications
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2024/01/31 Generative AI to Generate Test Data Generators
Benoit Baudry, Khashayar Etemadi, Sen Fang, Yogya Gamage, Yi Liu, Yuxin Liu, Martin Monperrus, Javier Ron, André Silva, Deepika Tiwari
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2023/9/26 Supersonic: Learning to generate source code optimisations in c/c++
Zimin Chen, Sen Fang, Martin Monperrus
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2023/8/28 Do pre-trained language models indeed understand software engineering tasks?
Yao Li, Tao Zhang, Xiapu Luo, Haipeng Cai, Sen Fang, Dawei Yuan
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2023/6/13 STRE: An Automated Approach to Suggesting App Developers When to Stop Reading Reviews
Youshuai Tan, Jinfu Chen, Weiyi Shang, Tao Zhang, Sen Fang, Xiapu Luo, Zijie Chen, Shuhao Qi
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2023/5/14 RepresentThemAll: A Universal Learning Representation of Bug Reports
Sen Fang, Tao Zhang, Youshuai Tan, He Jiang, Xin Xia, Xiaobing Sun
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2023/12/25 RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair
André Silva, Sen Fang, Martin Monperrus
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2022/6/9 Java code clone detection by exploiting semantic and syntax information from intermediate code-based graph
Dawei Yuan, Sen Fang, Tao Zhang, Zhou Xu, Xiapu Luo
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2022/3/1 PRHAN: automated pull request description generation based on hybrid attention network
Sen Fang, Tao Zhang, You-Shuai Tan, Zhou Xu, Zhi-Xin Yuan, Ling-Ze Meng
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2021/6/1 Self-attention networks for code search
Sen Fang, You-Shuai Tan, Tao Zhang, Yepang Liu
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2021/5/19 Effective prediction of bug-fixing priority via weighted graph convolutional networks
Sen Fang, You-shuai Tan, Tao Zhang, Zhou Xu, Hui Liu
Skills
| Programming | |
| Python | |
| CPP | |
| Java | |
| Latex | |
| Bash |
| AI | |
| Tensorflow | |
| PyTorch | |
| Jax | |
| transformers | |
| PEFT |
| LLMs | |
| CodeLLaMA | |
| Mamba | |
| Phi | |
| FlashAttention | |
| GPT family |
Languages
| Chinese | |
| Native speaker |
| English | |
| Fluent |
Interests
| Computer Sicence | |
| AI | |
| LLMs | |
| Software Engineering | |
| Program Repair | |
| Code Optimization |