Search Results for author: Tien N. Nguyen

Found 8 papers, 4 papers with code

SWE-Synth: Synthesizing Verifiable Bug-Fix Data to Enable Large Language Models in Resolving Real-World Bugs

no code implementations20 Apr 2025 Minh V. T. Pham, Huy N. Phan, Hoang N. Phan, Cuong Le Chi, Tien N. Nguyen, Nghi D. Q. Bui

Large language models (LLMs) are transforming automated program repair (APR) through agent-based approaches that localize bugs, generate patches, and verify fixes.

Program Repair

HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale

1 code implementation9 Sep 2024 Huy Nhat Phan, Tien N. Nguyen, Phong X. Nguyen, Nghi D. Q. Bui

Large Language Models (LLMs) have revolutionized software engineering (SE), showcasing remarkable proficiency in various coding tasks.

Fault localization GitHub issue resolution

Rectifier: Code Translation with Corrector via LLMs

1 code implementation10 Jul 2024 Xin Yin, Chao Ni, Tien N. Nguyen, Shaohua Wang, Xiaohu Yang

Software migration is garnering increasing attention with the evolution of software and society.

Code Translation Translation

RepoHyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion

1 code implementation10 Mar 2024 Huy N. Phan, Hoang N. Phan, Tien N. Nguyen, Nghi D. Q. Bui

Furthermore, RepoHyper leverages Expand and Refine retrieval method, including a graph expansion and a link prediction algorithm applied to the RSG, enabling the effective retrieval and prioritization of relevant code snippets.

Code Completion Link Prediction +1

HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations

no code implementations31 May 2022 Minh Huynh Nguyen, Nghi D. Q. Bui, Truong Son Hy, Long Tran-Thanh, Tien N. Nguyen

We propose a novel method for code summarization utilizing Heterogeneous Code Representations (HCRs) and our specially designed HierarchyNet.

Clone Detection Code Classification +2

Does BLEU Score Work for Code Migration?

no code implementations12 Jun 2019 Ngoc Tran, Hieu Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen

In this paper, we conducted an empirical study on BLEU score to (in)validate its suitability for the code migration task due to its inability to reflect the semantics of source code.

Machine Translation Translation

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