Search Results for author: Tingxu Han

Found 3 papers, 3 papers with code

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

1 code implementation6 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

An Extractive-and-Abstractive Framework for Source Code Summarization

1 code implementation15 Jun 2022 Weisong Sun, Chunrong Fang, Yuchen Chen, Quanjun Zhang, Guanhong Tao, Tingxu Han, Yifei Ge, Yudu You, Bin Luo

The extractive module in the framework performs a task of extractive code summarization, which takes in the code snippet and predicts important statements containing key factual details.

Code Summarization Machine Translation +2

Code Search based on Context-aware Code Translation

1 code implementation16 Feb 2022 Weisong Sun, Chunrong Fang, Yuchen Chen, Guanhong Tao, Tingxu Han, Quanjun Zhang

We evaluate the effectiveness of our technique, called TranCS, on the CodeSearchNet corpus with 1, 000 queries.

Code Search Code Translation +1

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