Search Results for author: Hanwei Qian

Found 3 papers, 2 papers with code

On the Effectiveness of Distillation in Mitigating Backdoors in Pre-trained Encoder

1 code implementation • 6 Mar 2024 • Tingxu Han, Shenghan Huang, Ziqi Ding, Weisong Sun, Yebo Feng, Chunrong Fang, Jun Li, Hanwei Qian, Cong Wu, Quanjun Zhang, Yang Liu, Zhenyu Chen

Distillation aims to distill knowledge from a given model (a. k. a the teacher net) and transfer it to another (a. k. a the student net).

Image Classification

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A Prompt Learning Framework for Source Code Summarization

1 code implementation • 26 Dec 2023 • Weisong Sun, Chunrong Fang, Yudu You, Yuchen Chen, Yi Liu, Chong Wang, Jian Zhang, Quanjun Zhang, Hanwei Qian, Wei Zhao, Yang Liu, Zhenyu Chen

PromptCS trains a prompt agent that can generate continuous prompts to unleash the potential for LLMs in code summarization.

Code Summarization Few-Shot Learning +2

Paper
Code

Automatic Code Summarization via ChatGPT: How Far Are We?

no code implementations • 22 May 2023 • Weisong Sun, Chunrong Fang, Yudu You, Yun Miao, Yi Liu, Yuekang Li, Gelei Deng, Shenghan Huang, Yuchen Chen, Quanjun Zhang, Hanwei Qian, Yang Liu, Zhenyu Chen

To support software developers in understanding and maintaining programs, various automatic code summarization techniques have been proposed to generate a concise natural language comment for a given code snippet.

Code Summarization

Paper
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