Google Scholar    DBLP

      * means co-first author; # means corresponding author

2024

• LLM-Based Java Concurrent Program to ArkTS Converter CCF-A

  Runlin Liu, Yuhang Lin, Yunge Hu, Zhe Zhang, Xiang Gao#

  International Conference on Automated Software Engineering Tool (ASE) 2024

• API Misuse Detection via Probabilistic Graphical Model CCF-A

  Yunlong Ma, Wentong Tian, Xiang Gao#, Hailong Sun, Li Li

  International Symposium on Software Testing and Analysis (ISSTA) 2024

• Model-less Is The Best Model: Generating Pure Code Implementations to Replace On-device DL Models CCF-A

  Mingyi Zhou, Xiang Gao, Pei Liu, John Grundy, Chunyang Chen, Xiao Chen, Li Li

  International Symposium on Software Testing and Analysis (ISSTA) 2024

• ProveNFix: Temporal Property guided Program Repair CCF-A

  Yahui Song, Xiang Gao, Wenhua Li, Wei Ngan Chin, Abhik Roychoudhury

  International Conference on the Foundations of Software Engineering (FSE) 2024

• Modularizing while Training: A New Paradigm for Modularizing DNN Models CCF-A

  Binhang Qi, Hailong Sun#, Hongyu Zhang, Ruobing Zhao, Xiang Gao#

  International Conference on Software Engineering (ICSE) 2024

  ACM SIGSOFT Distinguished Paper Award

• Investigating White-Box Attacks for On-Device Models CCF-A

  Mingyi Zhou, Xiang Gao, Jing Wu, Kui Liu, Hailong Sun, Li Li

  International Conference on Software Engineering (ICSE) 2024

• Investigating and Detecting Silent Bugs in PyTorch Programs CCF-B

  Shuo Hong, Hailong Sun, Xiang Gao#, Shin Hwei Tan

  International Conference on Software Analysis, Evolution and Reengineering (SANER) 2024

  IEEE TCSE Distinguished Paper Award

• Reducing False Positives of Static Bug Detectors through Code Representation Learning CCF-B

  Yixin Yang, Ming Wen, Xiang Gao, Yuting Zhang, Hailong Sun

  International Conference on Software Analysis, Evolution and Reengineering (SANER) 2024

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2023

• Reusing Convolutional Neural Network Models through Modularization and Composition CCF-A

  Binhang Qi, Hailong Sun, Hongyu Zhang, Xiang Gao

  ACM Transactions on Software Engineering and Methodology (TOSEM), 2023

• Automated Fixing of Web UI Tests via Iterative Element Matching CCF-A

  Yuanzhang Lin, Guoyao Wen, Xiang Gao#

  International Conference on Automated Software Engineering (ASE) 2023

• ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-based Systems CCF-A

  Mingyi Zhou, Xiang Gao, Jing Wu, John Grundy, Xiao Chen, Chunyang Chen, Li Li

  International Symposium on Software Testing and Analysis (ISSTA) 2023

• Automated Repair of Programs from Large Language Models CCF-A

  Zhiyu Fan, Xiang Gao#, Martin Mirchev, Abhik Roychoudhury,Shin Hwei Tan

  International Conference on Software Engineering (ICSE) 2023

• Reusing Deep Neural Network Models through Model Re-engineering CCF-A

  Binhang Qi, Hailong Sun#, Xiang Gao#, Hongyu Zhang, Zhaotian Li, Xudong Liu

  International Conference on Software Engineering (ICSE) 2023

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2022

• Patching Weak Convolutional Neural Network Models through Modularization and Composition CCF-A

  Binhang Qi, Hailong Sun#, Xiang Gao#, Hongyu Zhang

  International Conference on Automated Software Engineering (ASE) 2022

• Program Vulnerability Repair via Inductive Inference CCF-A

  Yuntong Zhang, Xiang Gao#, Gregory J. Duck, Abhik Roychoudhury

  International Symposium on Software Testing and Analysis (ISSTA) 2022

• Trust Enhancement Issues in Program Repair CCF-A

  Yannic Noller, Ridwan Shariffdeen, Xiang Gao, Abhik Roychoudhury

  International Conference on Software Engineering (ICSE) 2022

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Before 2022

• Overfitting in Program Repair and Program Synthesis

  Xiang Gao

  PhD Dissertation, National University of Singapore, 2021

• Scalable Fuzzing of Program Binaries with E9AFL CCF-A

  Xiang Gao, Gregory J. Duck, Abhik Roychoudhury

  International Conference on Automated Software Engineering Tool (ASE) 2021

• APIfix: Output-Oriented Program Synthesis for Combating Breaking Changes in Libraries CCF-A

  Xiang Gao, Arjun Radhakrishna, Gustavo Soares, Ridwan Shariffdeen, Sumit Gulwani, Abhik Roychoudhury

  Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA) 2021

• Automated Patch Backporting in Linux (Experience Paper) CCF-A

  Ridwan Shariffdeen*, Xiang Gao*, Gregory J. Duck, Shin Hwei Tan, Julia Lawall, Abhik Roychoudhury (*co-first author)

  International Symposium on Software Testing and Analysis (ISSTA), 2021

  Distinguished Artifact Award

• Beyond Tests: Program Vulnerability Repair via Crash Constraint Extraction CCF-A

  Xiang Gao, Bo Wang, Gregory J. Duck, Ruyi Ji, Yingfei Xiong, Abhik Roychoudhury

  Transactions on Software Engineering and Methodology (TOSEM), 2021

• Feedback-Driven Semi-Supervised Synthesis of Program Transformations CCF-A

  Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachiappan Nagappan, Ashish Tiwari

  Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA) 2020

• Binary Rewriting without Control Flow Recovery CCF-A

  Gregory J. Duck, Xiang Gao, Abhik Roychoudhury

  Programming Language Design and Implementation (PLDI) 2020

• Interactive Patch Generation and Suggestion

  Xiang Gao, Abhik Roychoudhury

  Automated Program Repair Workshop (APR @ ICSE) 2020

• Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks CCF-A

  Xiang Gao, Ripon K. Saha, Mukul R. Prasad, Abhik Roychoudhury

  International Conference on Software Engineering (ICSE) 2020.

• Crash-avoiding Program Repair CCF-A

  Xiang Gao, Sergey Mechtaev, Abhik Roychoudhury

  ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) 2019.

• Android Testing via Synthetic Symbolic Execution CCF-A

  Xiang Gao, Shin Hwei Tan, Zhen Dong, Abhik Roychoudhury

  International Conference on Automated Software Engineering (ASE) 2018.

• Repairing Crashes in Android Apps  CCF-A

  Shin Hwei Tan, Zhen Dong, Xiang Gao, and Abhik Roychoudhury

  International Conference on Software Engineering(ICSE), 2018

• Test-equivalence Analysis for Automatic Patch Generation   CCF-A

  Sergey Mechtaev, Xiang Gao, Shin Hwei Tan, Abhik Roychoudhury

  Transactions on Software Engineering and Methodology ( TOSEM ), 2018

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Work before PhD

• Write-back aware shared last-level cache management for hybrid main memory   CCF-A

  Deshan Zhang, Lei Ju, Mengying Zhao, Xiang Gao, Zhiping Jia
  53rd Design Automation Conference (DAC), 2016

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