Bach Le

32 papers A* 1A 3Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Localization: Recoverable Headroom and Residual Frontier in Repository-Level RAG-APR.
CoRR
Pengtao Zhao, Boyang Yang, Bach Le, Feng Liu, Haoye Tian
2026 J jnl
Large Language Models for Computer-Aided Design: A Survey.
ACM Comput. Surv.
Licheng Zhang, Bach Le, Naveed Akhtar, Siew-Kei Lam, Tuan Duc Ngo
2026 J jnl
PatchGuru: Patch Oracle Inference from Natural Language Artifacts with Large Language Models.
CoRR
Thanh Le-Cong, Bach Le, Toby Murray, Michael Pradel, Cristian Cadar
2026 J jnl
Perish or Flourish? A Holistic Evaluation of Large Language Models for Code Generation in Functional Programming.
CoRR
Nguyet-Anh H. Lang, Eric Lang, Thanh Le-Cong, Bach Le, Quyet-Thang Huynh
2026 J jnl
When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair.
ACM Trans. Softw. Eng. Methodol.
Wenqiang Luo, Jacky Wai Keung, Boyang Yang, He Ye, Claire Le Goues, Tegawendé F. Bissyandé, Haoye Tian, Bach Le
2025 J jnl
A Survey of LLM-based Automated Program Repair: Taxonomies, Design Paradigms, and Applications.
CoRR
Boyang Yang, Zijian Cai, Fengling Liu, Bach Le, Lingming Zhang, Tegawendé F. Bissyandé, Yang Liu, Haoye Tian
2025 J jnl
A Systematic Survey on Debugging Techniques for Machine Learning Systems.
CoRR
Thanh-Dat Nguyen, Haoye Tian, Bach Le, Patanamon Thongtanunam, Shane McIntosh
2025 J jnl
Adversarial patch generation for automated program repair.
Softw. Qual. J.
Abdulaziz Alhefdhi, Hoa Khanh Dam, Thanh Le-Cong, Bach Le, Aditya Ghose
2025 — conf
Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference.
ACL (1)
Thanh Le-Cong, Bach Le, Toby Murray
2025 J jnl
Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference.
CoRR
Thanh Le-Cong, Bach Le, Toby Murray
2025 J jnl
Enhancing Repository-Level Software Repair via Repository-Aware Knowledge Graphs.
CoRR
Boyang Yang, Haoye Tian, Jiadong Ren, Shunfu Jin, Yang Liu, Feng Liu, Bach Le
2025 J jnl
EnseSmells : Deep ensemble and programming language models for automated code smells detection.
J. Syst. Softw.
Anh Ho, Anh M. T. Bui, Phuong T. Nguyen, Amleto Di Salle, Bach Le
2025 J jnl
EnseSmells: Deep ensemble and programming language models for automated code smells detection.
CoRR
Anh Ho, Anh M. T. Bui, Phuong T. Nguyen, Amleto Di Salle, Bach Le
2025 J jnl
From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with LLMs.
CoRR
Anh Ho, Thanh Le-Cong, Bach Le, Christine Rizkallah
2025 J jnl
Large Language Models for Computer-Aided Design: A Survey.
CoRR
Licheng Zhang, Bach Le, Naveed Akhtar, Siew-Kei Lam, Tuan Ngo
2025 J jnl
Signature in Code Backdoor Detection, how far are we?
CoRR
Quoc Hung Le, Thanh Le-Cong, Bach Le, Bowen Xu
2025 J jnl
Towards Reliable Evaluation of Neural Program Repair with Natural Robustness Testing.
ACM Trans. Softw. Eng. Methodol.
Thanh Le-Cong, Dat Nguyen, Bach Le, Toby Murray
2025 J jnl
Unlocking LLM Repair Capabilities in Low-Resource Programming Languages Through Cross-Language Translation and Multi-Agent Refinement.
CoRR
Wenqiang Luo, Jacky Wai Keung, Boyang Yang, Tegawendé F. Bissyandé, Haoye Tian, Bach Le
2024 J jnl
Comparison of Static Application Security Testing Tools and Large Language Models for Repo-level Vulnerability Detection.
CoRR
Xin Zhou, Duc-Manh Tran, Thanh Le-Cong, Ting Zhang, Ivana Clairine Irsan, Joshua Sumarlin, Bach Le, David Lo
2024 J jnl
Evaluating Program Repair with Semantic-Preserving Transformations: A Naturalness Assessment.
CoRR
Thanh Le-Cong, Dat Nguyen, Bach Le, Toby Murray
2024 J jnl
Inferring Properties of Graph Neural Networks.
CoRR
Dat Nguyen, Hieu M. Vu, Cong-Thanh Le, Bach Le, David Lo, Corina S. Pasareanu
2024 A conf
LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss.
EASE
Yen-Trang Dang, Thanh Le-Cong, Phuc-Thanh Nguyen, Anh M. T. Bui, Phuong T. Nguyen, Bach Le, Quyet-Thang Huynh
2024 J jnl
LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss.
CoRR
Yen-Trang Dang, Thanh Le-Cong, Phuc-Thanh Nguyen, Anh M. T. Bui, Phuong T. Nguyen, Bach Le, Quyet-Thang Huynh
2024 J jnl
Leveraging Large Language Model for Automatic Patch Correctness Assessment.
IEEE Trans. Software Eng.
Xin Zhou, Bowen Xu, Kisub Kim, DongGyun Han, Hung Huu Nguyen, Thanh Le-Cong, Junda He, Bach Le, David Lo
2024 J jnl
Semantic-guided Search for Efficient Program Repair with Large Language Models.
CoRR
Thanh Le-Cong, Bach Le, Toby Murray
2024 A conf
VRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction.
ISSTA
Thanh-Dat Nguyen, Tung Do-Viet, Hung Nguyen-Duy, Tuan-Hai Luu, Hung Le, Bach Le, Patanamon Thongtanunam
2024 J jnl
VRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction.
CoRR
Thanh-Dat Nguyen, Tung Do-Viet, Hung Nguyen-Duy, Tuan-Hai Luu, Hung Le, Bach Le, Patanamon Thongtanunam
2024 J jnl
When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair.
CoRR
Wenqiang Luo, Jacky Wai Keung, Boyang Yang, He Ye, Claire Le Goues, Tegawendé F. Bissyandé, Haoye Tian, Bach Le
2023 A* conf
Are We Ready to Embrace Generative AI for Software Q&A?
ASE
Bowen Xu, Thanh-Dat Nguyen, Thanh Le-Cong, Thong Hoang, Jiakun Liu, Kisub Kim, Chen Gong, Changan Niu, Chenyu Wang, Bach Le, David Lo
2023 J jnl
Are We Ready to Embrace Generative AI for Software Q&A?
CoRR
Bowen Xu, Thanh-Dat Nguyen, Thanh Le-Cong, Thong Hoang, Jiakun Liu, Kisub Kim, Chen Gong, Changan Niu, Chenyu Wang, Bach Le, David Lo
2023 J jnl
PatchZero: Zero-Shot Automatic Patch Correctness Assessment.
CoRR
Xin Zhou, Bowen Xu, Kisub Kim, DongGyun Han, Thanh Le-Cong, Junda He, Bach Le, David Lo
2022 A conf
Test mimicry to assess the exploitability of library vulnerabilities.
ISSTA
Hong Jin Kang, Truong Giang Nguyen, Bach Le, Corina S. Pasareanu, David Lo