Search Results for author: Bach Le

Found 3 papers, 2 papers with code

LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss

1 code implementation9 Mar 2024 Yen-Trang Dang, Thanh-Le Cong, Phuc-Thanh Nguyen, Anh M. T. Bui, Phuong T. Nguyen, Bach Le, Quyet-Thang Huynh

Today, a vast amount of various kinds of open-source software, which form networks of repositories, is often hosted on GitHub - a popular software development platform.

Evaluating Program Repair with Semantic-Preserving Transformations: A Naturalness Assessment

1 code implementation19 Feb 2024 Thanh Le-Cong, Dat Nguyen, Bach Le, Toby Murray

In this paper, we investigate the naturalness of semantic-preserving transformations and their impacts on the evaluation of NPR.

Program Repair

Inferring Properties of Graph Neural Networks

no code implementations8 Jan 2024 Dat Nguyen, Hieu M. Vu, Cong-Thanh Le, Bach Le, David Lo, ThanhVu Nguyen, Corina Pasareanu

To tackle the challenge of varying input structures in GNNs, GNNInfer first identifies a set of representative influential structures that contribute significantly towards the prediction of a GNN.

Backdoor Attack

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