| 2025 | ASPLOS | KernelGPT: Enhanced Kernel Fuzzing via Large Language Models. | Chenyuan Yang, Zijie Zhao, Lingming Zhang |
| 2025 | EMNLP | UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging. | Cheryl Lee, Chunqiu Steven Xia, Longji Yang, Jen-tse Huang, Zhouruixin Zhu, Lingming Zhang, Michael R. Lyu |
| 2025 | NAACL | TESTEVAL: Benchmarking Large Language Models for Test Case Generation. | Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma |
| 2025 | SOSP | KNighter: Transforming Static Analysis with LLM-Synthesized Checkers. | Chenyuan Yang, Zijie Zhao, Zichen Xie, Haoyu Li, Lingming Zhang |
| 2024 | ACL | \mathcal XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts. | Yifeng Ding, Jiawei Liu, Yuxiang Wei, Lingming Zhang |
| 2024 | ICML | Magicoder: Empowering Code Generation with OSS-Instruct. | Yuxiang Wei, Zhe Wang, Jiawei Liu, Yifeng Ding, Lingming Zhang |
| 2024 | ICSE | Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries. | Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang |
| 2024 | ICSE | Fuzz4All: Universal Fuzzing with Large Language Models. | Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian, Michael Pradel, Lingming Zhang |
| 2024 | ISSTA | Benchmarking Automated Program Repair: An Extensive Study on Both Real-World and Artificial Bugs. | Yicheng Ouyang, Jun Yang, Lingming Zhang |
| 2024 | ISSTA | Automated Program Repair via Conversation: Fixing 162 out of 337 Bugs for $0.42 Each using ChatGPT. | Chunqiu Steven Xia, Lingming Zhang |
| 2023 | ASPLOS | NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers. | Jiawei Liu, Jinkun Lin, Fabian Ruffy, Cheng Tan, Jinyang Li, Aurojit Panda, Lingming Zhang |
| 2023 | ICSE | Evaluating and Improving Hybrid Fuzzing. | Ling Jiang, Hengchen Yuan, Mingyuan Wu, Lingming Zhang, Yuqun Zhang |
| 2023 | ICSE | MirrorTaint: Practical Non-intrusive Dynamic Taint Tracking for JVM-based Microservice Systems. | Yicheng Ouyang, Kailai Shao, Kunqiu Chen, Ruobing Shen, Chao Chen, Mingze Xu, Yuqun Zhang, Lingming Zhang |
| 2023 | ICSE | JITfuzz: Coverage-guided Fuzzing for JVM Just-in-Time Compilers. | Mingyuan Wu, Minghai Lu, Heming Cui, Junjie Chen, Yuqun Zhang, Lingming Zhang |
| 2023 | ICSE | Balancing Effectiveness and Flakiness of Non-Deterministic Machine Learning Tests. | Chunqiu Steven Xia, Saikat Dutta, Sasa Misailovic, Darko Marinov, Lingming Zhang |
| 2023 | ICSE | Automated Program Repair in the Era of Large Pre-trained Language Models. | Chunqiu Steven Xia, Yuxiang Wei, Lingming Zhang |
| 2023 | ICSE | Fuzzing Automatic Differentiation in Deep-Learning Libraries. | Chenyuan Yang, Yinlin Deng, Jiayi Yao, Yuxing Tu, Hanchi Li, Lingming Zhang |
| 2023 | ISSTA | Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models. | Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang |
| 2023 | ISSTA | Vectorizing Program Ingredients for Better JVM Testing. | Tianchang Gao, Junjie Chen, Yingquan Zhao, Yuqun Zhang, Lingming Zhang |
| 2022 | ICSE | Towards Boosting Patch Execution On-the-Fly. | Samuel Benton, Yuntong Xie, Lan Lu, Mengshi Zhang, Xia Li, Lingming Zhang |
| 2022 | ICSE | Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source. | Anjiang Wei, Yinlin Deng, Chenyuan Yang, Lingming Zhang |
| 2022 | ICSE | One Fuzzing Strategy to Rule Them All. | Mingyuan Wu, Ling Jiang, Jiahong Xiang, Yanwei Huang, Heming Cui, Lingming Zhang, Yuqun Zhang |
| 2022 | ICSE | Evaluating and Improving Neural Program-Smoothing-based Fuzzing. | Mingyuan Wu, Ling Jiang, Jiahong Xiang, Yuqun Zhang, Guowei Yang, Huixin Ma, Sen Nie, Shi Wu, Heming Cui, Lingming Zhang |
| 2022 | ICSE | History-Driven Test Program Synthesis for JVM Testing. | Yingquan Zhao, Zan Wang, Junjie Chen, Mengdi Liu, Mingyuan Wu, Yuqun Zhang, Lingming Zhang |
| 2022 | ISSRE | Message from the Program Co-Chairs: ISSRE 2022. | Fabrizio Pastore, Lingming Zhang |
| 2022 | ISSTA | An extensive study on pre-trained models for program understanding and generation. | Zhengran Zeng, Hanzhuo Tan, Haotian Zhang, Jing Li, Yuqun Zhang, Lingming Zhang |
| 2021 | CVPR | TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation. | Lingming Zhang, Yue Zhao, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen |
| 2021 | ICSE | Fast and Precise On-the-fly Patch Validation for All. | Lingchao Chen, Yicheng Ouyang, Lingming Zhang |
| 2021 | ICST | A Large-scale Study on API Misuses in the Wild. | Xia Li, Jiajun Jiang, Samuel Benton, Yingfei Xiong, Lingming Zhang |
| 2021 | ISSTA | Test-case prioritization for configuration testing. | Runxiang Cheng, Lingming Zhang, Darko Marinov, Tianyin Xu |
| 2021 | ISSTA | Deep just-in-time defect prediction: how far are we? | Zhengran Zeng, Yuqun Zhang, Haotian Zhang, Lingming Zhang |
| 2020 | ICSE | Taming behavioral backward incompatibilities via cross-project testing and analysis. | Lingchao Chen, Foyzul Hassan, Xiaoyin Wang, Lingming Zhang |
| 2020 | ICSE | Simulee: detecting CUDA synchronization bugs via memory-access modeling. | Mingyuan Wu, Yicheng Ouyang, Husheng Zhou, Lingming Zhang, Cong Liu, Yuqun Zhang |
| 2020 | ICSE | DeepBillboard: systematic physical-world testing of autonomous driving systems. | Husheng Zhou, Wei Li, Zelun Kong, Junfeng Guo, Yuqun Zhang, Bei Yu, Lingming Zhang, Cong Liu |
| 2020 | ISSTA | Can automated program repair refine fault localization? a unified debugging approach. | Yiling Lou, Ali Ghanbari, Xia Li, Lingming Zhang, Haotian Zhang, Dan Hao, Lu Zhang |
| 2020 | ISSTA | Empirically revisiting and enhancing IR-based test-case prioritization. | Qianyang Peng, August Shi, Lingming Zhang |
| 2019 | ICSE | Defexts: a curated dataset of reproducible real-world bugs for modern JVM languages. | Samuel Benton, Ali Ghanbari, Lingming Zhang |
| 2019 | ICST | An Extensive Study on Cross-Project Predictive Mutation Testing. | Dongyu Mao, Lingchao Chen, Lingming Zhang |
| 2019 | ICST | Do Pseudo Test Suites Lead to Inflated Correlation in Measuring Test Effectiveness? | Jie M. Zhang, Lingming Zhang, Dan Hao, Meng Wang, Lu Zhang |
| 2019 | ICST | An Empirical Comparison of Mutant Selection Assessment Metrics. | Jie M. Zhang, Lingming Zhang, Dan Hao, Lu Zhang, Mark Harman |
| 2019 | ICST | TestSage: Regression Test Selection for Large-Scale Web Service Testing. | Hua Zhong, Lingming Zhang, Sarfraz Khurshid |
| 2019 | ISSTA | Practical program repair via bytecode mutation. | Ali Ghanbari, Samuel Benton, Lingming Zhang |
| 2019 | ISSTA | DeepFL: integrating multiple fault diagnosis dimensions for deep fault localization. | Xia Li, Wei Li, Yuqun Zhang, Lingming Zhang |
| 2019 | ISSTA | History-driven build failure fixing: how far are we? | Yiling Lou, Junjie Chen, Lingming Zhang, Dan Hao, Lu Zhang |
| 2018 | ECOOP | Learning to Accelerate Symbolic Execution via Code Transformation. | Junjie Chen, Wenxiang Hu, Lingming Zhang, Dan Hao, Sarfraz Khurshid, Lu Zhang |
| 2018 | ICSE | An extensible, regular-expression-based tool for multi-language mutant generation. | Alex Groce, Josie Holmes, Darko Marinov, August Shi, Lingming Zhang |
| 2018 | ICSE | Hybrid regression test selection. | Lingming Zhang |
| 2018 | ICST | Speeding up Mutation Testing via Regression Test Selection: An Extensive Study. | Lingchao Chen, Lingming Zhang |
| 2018 | ICST | To Detect Abnormal Program Behaviours via Mutation Deduction. | Jie Zhang, Dan Hao, Lingming Zhang, Lu Zhang |
| 2017 | ESOP | Conditional Dyck-CFL Reachability Analysis for Complete and Efficient Library Summarization. | Hao Tang, Di Wang, Yingfei Xiong, Lingming Zhang, Xiaoyin Wang, Lu Zhang |
| 2017 | ICST | How Do Assertions Impact Coverage-Based Test-Suite Reduction? | Junjie Chen, Yanwei Bai, Dan Hao, Lingming Zhang, Lu Zhang, Bing Xie |
| 2017 | ISSTA | Boosting spectrum-based fault localization using PageRank. | Mengshi Zhang, Xia Li, Lingming Zhang, Sarfraz Khurshid |
| 2016 | ICSE | How does regression test prioritization perform in real-world software evolution? | Yafeng Lu, Yiling Lou, Shiyang Cheng, Lingming Zhang, Dan Hao, Yangfan Zhou, Lu Zhang |
| 2016 | ICST | An Empirical Study on Detecting and Fixing Buffer Overflow Bugs. | Tao Ye, Lingming Zhang, Linzhang Wang, Xuandong Li |
| 2016 | ISSTA | Predictive mutation testing. | Jie Zhang, Ziyi Wang, Lingming Zhang, Dan Hao, Lei Zang, Shiyang Cheng, Lu Zhang |
| 2015 | ICSE | An Information Retrieval Approach for Regression Test Prioritization Based on Program Changes. | Ripon K. Saha, Lingming Zhang, Sarfraz Khurshid, Dewayne E. Perry |
| 2015 | ISSRE | Studying the influence of standard compiler optimizations on symbolic execution. | Shiyu Dong, Oswaldo Olivo, Lingming Zhang, Sarfraz Khurshid |
| 2015 | ISSRE | Experience report: How do techniques, programs, and tests impact automated program repair? | Xianglong Kong, Lingming Zhang, W. Eric Wong, Bixin Li |
| 2015 | ISSTA | Experience report: how is dynamic symbolic execution different from manual testing? a study on KLEE. | Xiaoyin Wang, Lingming Zhang, Philip Tanofsky |
| 2015 | POPL | Summary-Based Context-Sensitive Data-Dependence Analysis in Presence of Callbacks. | Hao Tang, Xiaoyin Wang, Lingming Zhang, Bing Xie, Lu Zhang, Hong Mei |
| 2014 | ISSTA | Feedback-driven dynamic invariant discovery. | Lingming Zhang, Guowei Yang, Neha Rungta, Suzette Person, Sarfraz Khurshid |
| 2013 | ICSE | Bridging the gap between the total and additional test-case prioritization strategies. | Lingming Zhang, Dan Hao, Lu Zhang, Gregg Rothermel, Hong Mei |
| 2013 | ISSTA | Selective mutation testing for concurrent code. | Milos Gligoric, Lingming Zhang, Cristiano Pereira, Gilles Pokam |
| 2013 | ISSTA | Faster mutation testing inspired by test prioritization and reduction. | Lingming Zhang, Darko Marinov, Sarfraz Khurshid |
| 2013 | OOPSLA | Injecting mechanical faults to localize developer faults for evolving software. | Lingming Zhang, Lu Zhang, Sarfraz Khurshid |
| 2012 | ISSTA | Regression mutation testing. | Lingming Zhang, Darko Marinov, Lu Zhang, Sarfraz Khurshid |
| 2011 | ISSRE | An Empirical Study of JUnit Test-Suite Reduction. | Lingming Zhang, Darko Marinov, Lu Zhang, Sarfraz Khurshid |
| 2009 | ICSE | VIDA: Visual interactive debugging. | Dan Hao, Lingming Zhang, Lu Zhang, Jiasu Sun, Hong Mei |