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Xuan-Bach Dinh Le 0001
Person information
- affiliation: University of Melbourne, School of Computing and Information Systems, VIC, Australia
- affiliation (PhD 2018): Singapore Management University, Singapore
Other persons with the same name
- Xuan-Bach Dinh Le — disambiguation page
- Bach Le — disambiguation page
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2020 – today
- 2025
- [j10]Anh Ho
, Anh M. T. Bui
EnseSmells : Deep ensemble and programming language models for automated code smells detection. J. Syst. Softw. 224: 112375 (2025) - [j9]Abdulaziz Alhefdhi, Hoa Khanh Dam, Thanh Le-Cong, Bach Le, Aditya Ghose:
Adversarial patch generation for automated program repair. Softw. Qual. J. 33(1): 12 (2025) - [i25]Anh Ho, Anh M. T. Bui, Phuong T. Nguyen, Amleto Di Salle, Bach Le:
EnseSmells: Deep ensemble and programming language models for automated code smells detection. CoRR abs/2502.05012 (2025) - [i24]Thanh-Dat Nguyen, Haoye Tian, Bach Le, Patanamon Thongtanunam, Shane McIntosh:
A Systematic Survey on Debugging Techniques for Machine Learning Systems. CoRR abs/2503.03158 (2025) - [i23]Thanh Le-Cong, Bach Le, Toby Murray:
Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference. CoRR abs/2503.04779 (2025) - [i22]Boyang Yang, Haoye Tian, Jiadong Ren, Shunfu Jin, Yang Liu, Feng Liu, Bach Le:
Enhancing Repository-Level Software Repair via Repository-Aware Knowledge Graphs. CoRR abs/2503.21710 (2025) - [i21]Wenqiang Luo, Jacky Wai Keung, Boyang Yang, Tegawendé F. Bissyandé, Haoye Tian, Bach Le:
Unlocking LLM Repair Capabilities in Low-Resource Programming Languages Through Cross-Language Translation and Multi-Agent Refinement. CoRR abs/2503.22512 (2025) - 2024
- [j8]Yue Liu
Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues. ACM Trans. Softw. Eng. Methodol. 33(5): 116:1-116:26 (2024) - [j7]Xin Zhou
Leveraging Large Language Model for Automatic Patch Correctness Assessment. IEEE Trans. Software Eng. 50(11): 2865-2883 (2024) - [c27]Yen-Trang Dang
LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss. EASE 2024: 181-190 - [c26]Amirfarhad Nilizadeh, Gary T. Leavens, Corina S. Pasareanu, Xuan-Bach Dinh Le, David R. Cok:
Does Going Beyond Branch Coverage Make Program Repair Tools More Reliable? ICST 2024: 281-292 - [c25]Thanh-Dat Nguyen
VRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction. ISSTA 2024: 704-716 - [i20]Dat Nguyen, Hieu M. Vu, Cong-Thanh Le, Bach Le, David Lo, Corina S. Pasareanu:
Inferring Properties of Graph Neural Networks. CoRR abs/2401.03790 (2024) - [i19]Thanh Le-Cong, Dat Nguyen, Bach Le, Toby Murray:
Evaluating Program Repair with Semantic-Preserving Transformations: A Naturalness Assessment. CoRR abs/2402.11892 (2024) - [i18]Yen-Trang Dang, Thanh Le-Cong, Phuc-Thanh Nguyen, Anh M. T. Bui, Phuong T. Nguyen, Bach Le, Quyet-Thang Huynh:
LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss. CoRR abs/2403.05873 (2024) - [i17]Thanh-Dat Nguyen, Tung Do-Viet, Hung Nguyen-Duy, Tuan-Hai Luu, Hung Le, Bach Le, Patanamon Thongtanunam:
VRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction. CoRR abs/2407.06826 (2024) - [i16]Xin Zhou, Duc-Manh Tran, Thanh Le-Cong, Ting Zhang, Ivana Clairine Irsan, Joshua Sumarlin, Bach Le, David Lo:
Comparison of Static Application Security Testing Tools and Large Language Models for Repo-level Vulnerability Detection. CoRR abs/2407.16235 (2024) - [i15]Thanh Le-Cong, Bach Le, Toby Murray:
Semantic-guided Search for Efficient Program Repair with Large Language Models. CoRR abs/2410.16655 (2024) - [i14]Wenqiang Luo, Jacky Wai Keung, Boyang Yang, He Ye, Claire Le Goues, Tegawendé F. Bissyandé, Haoye Tian
When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair. CoRR abs/2412.01072 (2024) - 2023
- [j6]Thanh Le-Cong
Invalidator: Automated Patch Correctness Assessment Via Semantic and Syntactic Reasoning. IEEE Trans. Software Eng. 49(6): 3411-3429 (2023) - [j5]Truong Giang Nguyen
Multi-Granularity Detector for Vulnerability Fixes. IEEE Trans. Software Eng. 49(8): 4035-4057 (2023) - [c24]Yunbo Lyu
CHRONOS: Time-Aware Zero-Shot Identification of Libraries from Vulnerability Reports. ICSE 2023: 1033-1045 - [c23]Vinay Kabadi, Dezhen Kong, Siyu Xie, Lingfeng Bao, Gede Artha Azriadi Prana, Tien-Duy B. Le, Xuan-Bach Dinh Le, David Lo
The Future Can't Help Fix The Past: Assessing Program Repair In The Wild. ICSME 2023: 50-61 - [c22]Bowen Xu, Thanh-Dat Nguyen, Thanh Le-Cong, Thong Hoang, Jiakun Liu, Kisub Kim, Chen Gong, Changan Niu, Chenyu Wang, Bach Le, David Lo
Are We Ready to Embrace Generative AI for Software Q&A? ASE 2023: 1713-1717 - [i13]Thanh Le-Cong, Duc-Minh Luong, Xuan-Bach Dinh Le, David Lo, Nhat-Hoa Tran, Bui Quang Huy, Quyet-Thang Huynh:
Invalidator: Automated Patch Correctness Assessment via Semantic and Syntactic Reasoning. CoRR abs/2301.01113 (2023) - [i12]Yunbo Lyu, Thanh Le-Cong, Hong Jin Kang
CHRONOS: Time-Aware Zero-Shot Identification of Libraries from Vulnerability Reports. CoRR abs/2301.03944 (2023) - [i11]Xin Zhou, Bowen Xu, Kisub Kim, DongGyun Han
PatchZero: Zero-Shot Automatic Patch Correctness Assessment. CoRR abs/2303.00202 (2023) - [i10]Truong Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Ratnadira Widyasari, Chengran Yang, Zhipeng Zhao, Bowen Xu, Jiayuan Zhou, Xin Xia, Ahmed E. Hassan, Xuan-Bach Dinh Le, David Lo:
Multi-Granularity Detector for Vulnerability Fixes. CoRR abs/2305.13884 (2023) - [i9]Bowen Xu, Thanh-Dat Nguyen, Thanh Le-Cong, Thong Hoang, Jiakun Liu, Kisub Kim, Chen Gong, Changan Niu, Chenyu Wang, Bach Le, David Lo:
Are We Ready to Embrace Generative AI for Software Q&A? CoRR abs/2307.09765 (2023) - [i8]Yue Liu, Thanh Le-Cong, Ratnadira Widyasari, Chakkrit Tantithamthavorn, Li Li, Xuan-Bach Dinh Le, David Lo:
Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues. CoRR abs/2307.12596 (2023) - [i7]Thanh-Dat Nguyen, Yang Zhou, Xuan-Bach Dinh Le, Patanamon Thongtanunam, David Lo:
Adversarial Attacks on Code Models with Discriminative Graph Patterns. CoRR abs/2308.11161 (2023) - 2022
- [c21]Thanh-Dat Nguyen, Thanh Le-Cong
Toward the Analysis of Graph Neural Networks. ICSE (NIER) 2022: 116-120 - [c20]Thanh-Dat Nguyen, Thanh Le-Cong
FFL: Fine-grained Fault Localization for Student Programs via Syntactic and Semantic Reasoning. ICSME 2022: 151-162 - [c19]Hong Jin Kang
Test mimicry to assess the exploitability of library vulnerabilities. ISSTA 2022: 276-288 - [c18]Thanh Le-Cong
AutoPruner: transformer-based call graph pruning. ESEC/SIGSOFT FSE 2022: 520-532 - [c17]Truong Giang Nguyen, Thanh Le-Cong
VulCurator: a vulnerability-fixing commit detector. ESEC/SIGSOFT FSE 2022: 1726-1730 - [i6]Thanh-Dat Nguyen, Thanh Le-Cong, ThanhVu H. Nguyen, Xuan-Bach Dinh Le, Quyet-Thang Huynh:
Toward the Analysis of Graph Neural Networks. CoRR abs/2201.00115 (2022) - [i5]Thanh Le-Cong, Xuan-Bach Dinh Le, Quyet-Thang Huynh, Phi-Le Nguyen:
Usability and Aesthetics: Better Together for Automated Repair of Web Pages. CoRR abs/2201.00117 (2022) - [i4]Thanh Le-Cong, Hong Jin Kang
AutoPruner: Transformer-Based Call Graph Pruning. CoRR abs/2209.03230 (2022) - [i3]Truong Giang Nguyen, Thanh Le-Cong, Hong Jin Kang
VulCurator: A Vulnerability-Fixing Commit Detector. CoRR abs/2209.03260 (2022) - 2021
- [j4]Weiqin Zou
Smart Contract Development: Challenges and Opportunities. IEEE Trans. Software Eng. 47(10): 2084-2106 (2021) - [c16]Amirfarhad Nilizadeh, Gary T. Leavens, Xuan-Bach Dinh Le, Corina S. Pasareanu, David R. Cok:
Exploring True Test Overfitting in Dynamic Automated Program Repair using Formal Methods. ICST 2021: 229-240 - [c15]Thanh Le-Cong
Usability and Aesthetics: Better Together for Automated Repair of Web Pages. ISSRE 2021: 173-183 - [c14]Amirfarhad Nilizadeh, Marlon Calvo, Gary T. Leavens, Xuan-Bach Dinh Le:
More Reliable Test Suites for Dynamic APR by using Counterexamples. ISSRE 2021: 208-219 - 2020
- [j3]Cyrille Artho, Quoc-Sang Phan, Peter Aldous, Alyas Almaawi, Lucas Bang, Lasse Berglund, Tevfik Bultan, Zhenbang Chen, Hayes Converse, Wei Dong, William Eiers, Milos Gligoric, Simon Goldsmith, Lars Grunske, Joshua Hooker, Ismet Burak Kadron, Timo Kehrer, Sarfraz Khurshid, Xuan-Bach Dinh Le, David Lo, Eric Mercer, Sasa Misailovic, Egor Namakonov, Hoang Lam Nguyen, Yannic Noller, Benjamin Ogles, Rohan Padhye, Pavel Parízek, Corina S. Pasareanu, Sheridan Jacob Powell, Seemanta Saha, Koushik Sen, Elena Sherman, Kyle Storey, Minxing Tang, Willem Visser, Ji Wang, Hengbiao Yu:
The Java Pathfinder Workshop 2019. ACM SIGSOFT Softw. Eng. Notes 45(2): 20-22 (2020) - [i2]Abdulaziz Alhefdhi, Hoa Khanh Dam, Xuan-Bach Dinh Le, Aditya Ghose:
Adversarial Patch Generation for Automatic Program Repair. CoRR abs/2012.11060 (2020)
2010 – 2019
- 2019
- [j2]Xuan-Bach Dinh Le, Corina S. Pasareanu, Rohan Padhye
Saffron: Adaptive Grammar-based Fuzzing for Worst-Case Analysis. ACM SIGSOFT Softw. Eng. Notes 44(4): 14 (2019) - [c13]Xuan-Bach Dinh Le, Lingfeng Bao, David Lo
On reliability of patch correctness assessment. ICSE 2019: 524-535 - [c12]Yannic Noller, Corina S. Pasareanu, Aymeric Fromherz, Xuan-Bach Dinh Le
Symbolic Pathfinder for SV-COMP - (Competition Contribution). TACAS (3) 2019: 239-243 - 2018
- [j1]Xuan-Bach Dinh Le
Overfitting in semantics-based automated program repair. Empir. Softw. Eng. 23(5): 3007-3033 (2018) - [c11]Xuan-Bach Dinh Le, Ferdian Thung, David Lo, Claire Le Goues
Overfitting in semantics-based automated program repair. ICSE 2018: 163 - [i1]Xuan-Bach Dinh Le, Lingfeng Bao, David Lo, Xin Xia, Shanping Li:
On Reliability of Patch Correctness Assessment. CoRR abs/1805.05983 (2018) - 2017
- [c10]Xuan-Bach Dinh Le, Duc-Hiep Chu, David Lo
JFIX: semantics-based repair of Java programs via symbolic PathFinder. ISSTA 2017: 376-379 - [c9]Xuan-Bach Dinh Le, Duc-Hiep Chu, David Lo
S3: syntax- and semantic-guided repair synthesis via programming by examples. ESEC/SIGSOFT FSE 2017: 593-604 - [c8]Bowen Xu, Zhenchang Xing, Xin Xia
XSearch: a domain-specific cross-language relevant question retrieval tool. ESEC/SIGSOFT FSE 2017: 1009-1013 - 2016
- [c7]Ferdian Thung, Xuan-Bach Dinh Le, David Lo
Recommending Code Changes for Automatic Backporting of Linux Device Drivers. ICSME 2016: 222-232 - [c6]Xuan-Bach Dinh Le, David Lo
Empirical Study on Synthesis Engines for Semantics-Based Program Repair. ICSME 2016: 423-427 - [c5]Xuan-Bach Dinh Le, Quang Loc Le, David Lo
Enhancing Automated Program Repair with Deductive Verification. ICSME 2016: 428-432 - [c4]Xuan-Bach Dinh Le, David Lo
History Driven Program Repair. SANER 2016: 213-224 - 2015
- [c3]Xuan-Bach Dinh Le, Tien-Duy B. Le, David Lo
Should fixing these failures be delegated to automated program repair? ISSRE 2015: 427-437 - [c2]Ferdian Thung, Xuan-Bach Dinh Le, David Lo
Active semi-supervised defect categorization. ICPC 2015: 60-70 - [c1]Tien-Duy B. Le, Xuan-Bach Dinh Le, David Lo
Synergizing Specification Miners through Model Fissions and Fusions (T). ASE 2015: 115-125
Coauthor Index
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