Nghi D. Q. Bui

Nghi D. Q. Bui

Singapore Management University

H-index: 11

Asia-Singapore

About Nghi D. Q. Bui

Nghi D. Q. Bui, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Singapore Management University, specializes in the field of Deep Learning, Software Engineering, Natural Language Processing, Programming Language, Machine.

His recent articles reflect a diverse array of research interests and contributions to the field:

Envisioning the Next-Generation AI Coding Assistants: Insights & Proposals

RepoHyper: Better Context Retrieval Is All You Need for Repository-Level Code Completion

DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment Inconsistencies

Neural Rankers for Code Generation via Inter-Cluster Modeling

Bootstrapping Code-Text Pretrained Language Model to Detect Inconsistency Between Code and Comment

The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation

Codetf: One-stop transformer library for state-of-the-art code llm

Codet5+: Open code large language models for code understanding and generation

Nghi D. Q. Bui Information

University

Position

___

Citations(all)

580

Citations(since 2020)

577

Cited By

59

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

13

i10Index(since 2020)

13

Email

University Profile Page

Singapore Management University

Google Scholar

View Google Scholar Profile

Nghi D. Q. Bui Skills & Research Interests

Deep Learning

Software Engineering

Natural Language Processing

Programming Language

Machine

Top articles of Nghi D. Q. Bui

Title

Journal

Author(s)

Publication Date

Envisioning the Next-Generation AI Coding Assistants: Insights & Proposals

arXiv preprint arXiv:2403.14592

Khanh Nghiem

Anh Minh Nguyen

Nghi DQ Bui

2024/3/21

RepoHyper: Better Context Retrieval Is All You Need for Repository-Level Code Completion

arXiv preprint arXiv:2403.06095

Huy N Phan

Hoang N Phan

Tien N Nguyen

Nghi DQ Bui

2024/3/10

DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment Inconsistencies

Anh Dau

Jin LC Guo

Nghi Bui

2024/3

Neural Rankers for Code Generation via Inter-Cluster Modeling

arXiv preprint arXiv:2311.03366

Hung Quoc To

Minh Huynh Nguyen

Nghi DQ Bui

2024/2/1

Bootstrapping Code-Text Pretrained Language Model to Detect Inconsistency Between Code and Comment

arXiv preprint arXiv:2306.06347

Anh TV Dau

Nghi DQ Bui

Jin LC Guo

2023/6/10

The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation

Dung Nguyen

Le Nam

Anh Dau

Anh Nguyen

Khanh Nghiem

...

2023/12

Codetf: One-stop transformer library for state-of-the-art code llm

arXiv preprint arXiv:2306.00029

Nghi DQ Bui

Hung Le

Yue Wang

Junnan Li

Akhilesh Deepak Gotmare

...

2023/5/31

Codet5+: Open code large language models for code understanding and generation

arXiv preprint arXiv:2305.07922

Yue Wang

Hung Le

Akhilesh Deepak Gotmare

Nghi DQ Bui

Junnan Li

...

2023/5/13

Class based Influence Functions for Error Detection

ACL 2023, The 61st Annual Meeting of the Association for Computational Linguistics

Thang Nguyen-Duc

Hoang Thanh-Tung

Quan Hung Tran

Dang Huu-Tien

Hieu Ngoc Nguyen

...

2023/5/2

Better Language Models of Code through Self-Improvement

arXiv preprint arXiv:2304.01228

Hung Quoc To

Nghi DQ Bui

Jin Guo

Tien N Nguyen

2023/4/2

Towards using data-influence methods to detect noisy samples in source code corpora

Anh TV Dau

Nghi DQ Bui

Thang Nguyen-Duc

Hoang Thanh-Tung

2022/10/10

Towards Robust Models of Code via Energy-Based Learning on Auxiliary Datasets

Nghi DQ Bui

Yijun Yu

2022/10/10

HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations

arXiv preprint arXiv:2205.15479

Minh Huynh Nguyen

Nghi DQ Bui

Truong Son Hy

Long Tran-Thanh

Tien N Nguyen

2022/5/31

Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5

arXiv preprint arXiv:2211.14875

Nghi DQ Bui

Yue Wang

Steven Hoi

2022/11/27

Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations

Nghi DQ Bui

Yijun Yu

Lingxiao Jiang

2021/7/11

Energy-bounded Learning for Robust Models of Code

arXiv preprint arXiv:2112.11226

Nghi DQ Bui

Yijun Yu

2021/12/20

InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees

Nghi DQ Bui

Yijun Yu

Lingxiao Jiang

2021/5/22

TreeCaps: Tree-Based Capsule Networks for Source Code Processing

Proceedings of the 35th AAAI Conference on Artificial Intelligence, Virtual Conference, February

Duy Quoc Nghi BUI

Yijun YU

Lingxiao JIANG

2021

On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations

Information and Software Technology (IST); Journal First Track of SANER'22

Md Rafiqul Islam Rabin

Nghi DQ Bui

Ke Wang

Yijun Yu

Lingxiao Jiang

...

2021/7

See List of Professors in Nghi D. Q. Bui University(Singapore Management University)

Co-Authors

H-index: 95
David Lo

David Lo

Singapore Management University

H-index: 87
Steven C.H. Hoi

Steven C.H. Hoi

Singapore Management University

H-index: 37
Lingxiao JIANG

Lingxiao JIANG

Singapore Management University

H-index: 21
Mohammad Amin Alipour

Mohammad Amin Alipour

University of Houston

H-index: 19
Jin L.C. Guo

Jin L.C. Guo

McGill University

H-index: 16
Ke Wang

Ke Wang

University of California, Davis

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