Search Results for author: Quyet-Thang Huynh

Found 4 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.

Invalidator: Automated Patch Correctness Assessment via Semantic and Syntactic Reasoning

1 code implementation3 Jan 2023 Thanh Le-Cong, Duc-Minh Luong, Xuan Bach D. Le, David Lo, Nhat-Hoa Tran, Bui Quang-Huy, Quyet-Thang Huynh

In case our approach fails to determine an overfitting patch based on invariants, INVALIDATOR utilizes a trained model from labeled patches to assess patch correctness based on program syntax.

Language Modelling Program Repair

Toward the Analysis of Graph Neural Networks

no code implementations1 Jan 2022 Thanh-Dat Nguyen, Thanh Le-Cong, ThanhVu H. Nguyen, Xuan-Bach D. Le, Quyet-Thang Huynh

Graph Neural Networks (GNNs) have recently emerged as a robust framework for graph-structured data.

Node Classification

Usability and Aesthetics: Better Together for Automated Repair of Web Pages

no code implementations1 Jan 2022 Thanh Le-Cong, Xuan Bach D. Le, Quyet-Thang Huynh, Phi-Le Nguyen

In this paper, we propose an automated repair approach for web pages based on meta-heuristic algorithms that can assure both usability and aesthetics.

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