LZ
Lingming Zhang
cs.SEcs.LGcs.CLcs.AIcs.CRcs.PLcs.CVcs.OS
On Valency
published · living versionsW_eq9m9hyn·v1 · currentpublished
Can Agentic Code Review Catch Vulnerabilities Before They Are Merged?
with Yihan Yang, Chenyuan Yang, Zijie Zhao, Anh Nguyen Hoang +3
1 version
W_tnyreuuf·v1published
W_xqcyq224·v1published
W_ju4ae7sg·v1published
Preprints & journals
45 papers in the corpus · 2018–2025Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?2511.13646v3 · Chunqiu Steven Xia, Zhe Wang, Yan Yang et al.2025 · 2 citationsarXiv
CWM: An Open-Weights LLM for Research on Code Generation with World Models2510.02387v1 · FAIR CodeGen team, Jade Copet, Quentin Carbonneaux et al.2025 · 0 citationsarXiv
PurpCode: Reasoning for Safer Code Generation2507.19060v4 · Jiawei Liu, Nirav Diwan, Zhe Wang et al.2025 · 1 citationarXiv
A Survey of LLM-based Automated Program Repair: Taxonomies, Design Paradigms, and Applications2506.23749v3 · Boyang Yang, Zijian Cai, Fengling Liu et al.2025 · 4 citationsarXiv
SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks2506.11791v2 · Hwiwon Lee, Ziqi Zhang, Hanxiao Lu et al.2025 · 2 citationsarXiv
Minimizing False Positives in Static Bug Detection via LLM-Enhanced Path Feasibility Analysis2506.10322v1 · Xueying Du, Kai Yu, Chong Wang et al.2025 · 4 citationsarXiv
KNighter: Transforming Static Analysis with LLM-Synthesized Checkers2503.09002v3 · Chenyuan Yang, Zijie Zhao, Zichen Xie et al.2025 · 12 citationsarXiv
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution2502.18449v2 · Yuxiang Wei, Olivier Duchenne, Jade Copet et al.2025 · 5 citationsarXiv
SelfCodeAlign: Self-Alignment for Code Generation2410.24198v2 · Yuxiang Wei, Federico Cassano, Jiawei Liu et al.2024 · 8 citationsarXiv
Large Language Model-Based Agents for Software Engineering: A Survey2409.02977v2 · Junwei Liu, Kaixin Wang, Yixuan Chen et al.2024 · 49 citationsarXiv
Evaluating Language Models for Efficient Code Generation2408.06450v1 · Jiawei Liu, Songrun Xie, Junhao Wang et al.2024 · 5 citationsarXiv
Agentless: Demystifying LLM-based Software Engineering Agents2407.01489v2 · Chunqiu Steven Xia, Yinlin Deng, Soren Dunn et al.2024 · 24 citationsarXiv
RepoQA: Evaluating Long Context Code Understanding2406.06025v1 · Jiawei Liu, Jia Le Tian, Vijay Daita et al.2024 · 1 citationarXiv
TESTEVAL: Benchmarking Large Language Models for Test Case Generation2406.04531v2 · Wenhan Wang, Chenyuan Yang, Zhijie Wang et al.2024 · 34 citationsarXiv
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging2404.17153v3 · Cheryl Lee, Chunqiu Steven Xia, Longji Yang et al.2024 · 10 citationsarXiv
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts2404.15247v2 · Yifeng Ding, Jiawei Liu, Yuxiang Wei et al.2024 · 2 citationsarXiv
Productively Deploying Emerging Models on Emerging Platforms: A Top-Down Approach for Testing and Debugging2404.09151v3 · Siyuan Feng, Jiawei Liu, Ruihang Lai et al.2024 · 1 citationarXiv
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM2403.19114v1 · Chunqiu Steven Xia, Yinlin Deng, Lingming Zhang2024 · 5 citationsarXiv
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models2401.00563v3 · Chenyuan Yang, Zijie Zhao, Lingming Zhang2023 · 48 citationsarXiv
Magicoder: Empowering Code Generation with OSS-Instruct2312.02120v2 · Yuxiang Wei, Zhe Wang, Jiawei Liu et al.2023 · 27 citationsarXiv
WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models2310.15991v3 · Chenyuan Yang, Yinlin Deng, Runyu Lu et al.2023 · 83 citationsProc. ACM Program. Lang., Vol. 8, No. OOPSLA2, Article 296. Publication date: October 2024
Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair2309.00608v3 · Yuxiang Wei, Chunqiu Steven Xia, Lingming Zhang2023 · 115 citationsarXiv
Fuzz4All: Universal Fuzzing with Large Language Models2308.04748v3 · Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian et al.2023 · 229 citationsICSE 2024: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering
Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT2304.02014v1 · Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang et al.2023 · 24 citationsarXiv
Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT2304.00385v2 · Chunqiu Steven Xia, Lingming Zhang2023 · 204 citationsISSTA 2024: Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis
Revisiting the Plastic Surgery Hypothesis via Large Language Models2303.10494v2 · Chunqiu Steven Xia, Yifeng Ding, Lingming Zhang2023 · 41 citationsASE 2023: Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering
Fuzzing Automatic Differentiation in Deep-Learning Libraries2302.04351v1 · Chenyuan Yang, Yinlin Deng, Jiayi Yao et al.2023 · 40 citations2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)
NeuRI: Diversifying DNN Generation via Inductive Rule Inference2302.02261v3 · Jiawei Liu, Jinjun Peng, Yuyao Wang et al.2023 · 25 citationsarXiv
Conversational Automated Program Repair2301.13246v1 · Chunqiu Steven Xia, Lingming Zhang2023 · 41 citationsarXiv
Practical Program Repair in the Era of Large Pre-trained Language Models2210.14179v2 · Chunqiu Steven Xia, Yuxiang Wei, Lingming Zhang2022 · 432 citationsICSE 2023: Proceedings of the 45th International Conference on Software Engineering
NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers2207.13066v2 · Jiawei Liu, Jinkun Lin, Fabian Ruffy et al.2022 · 95 citationsarXiv
Less Training, More Repairing Please: Revisiting Automated Program Repair via Zero-shot Learning2207.08281v3 · Chunqiu Steven Xia, Lingming Zhang2022 · 230 citationsESEC/FSE 2022: Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering
Attention: Not Just Another Dataset for Patch-Correctness Checking2207.06590v2 · Jun Yang, Yuehan Wang, Yiling Lou et al.2022 · 3 citationsarXiv
Fuzzing Deep-Learning Libraries via Automated Relational API Inference2207.05531v1 · Yinlin Deng, Chenyuan Yang, Anjiang Wei et al.2022 · 86 citationsarXiv
Program Repair: Automated vs. Manual2203.05166v1 · Quanjun Zhang, Yuan Zhao, Weisong Sun et al.2022 · 15 citationsarXiv
Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation2202.09947v1 · Jiawei Liu, Yuxiang Wei, Sen Yang et al.2022 · 51 citationsarXiv
Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source2201.06589v4 · Anjiang Wei, Yinlin Deng, Chenyuan Yang et al.2022 · 10 citationsarXiv
Self-Boosted Automated Program Repair2104.04611v1 · Samuel Benton, Mengshi Zhang, Xia Li et al.2021 · 1 citationarXiv
Fast and Precise On-the-fly Patch Validation for All2007.11449v1 · Lingchao Chen, Lingming Zhang2020 · 29 citationsarXiv
Can Automated Program Repair Refine Fault Localization?1910.01270v1 · Yiling Lou, Ali Ghanbari, Xia Li et al.2019 · 2 citationsarXiv
Mutation Testing for Ethereum Smart Contract1908.03707v1 · Haoran Wu, Xingya Wang, Jiehui Xu et al.2019 · 21 citationsarXiv
DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems1812.10812v1 · Husheng Zhou, Wei Li, Yuankun Zhu et al.2018 · 65 citationsarXiv
Practical Program Repair via Bytecode Mutation1807.03512v1 · Ali Ghanbari, Lingming Zhang2018 · 167 citationsarXiv
How Do Static and Dynamic Test Case Prioritization Techniques Perform on Modern Software Systems? An Extensive Study on GitHub Projects1806.09774v1 · Qi Luo, Kevin Moran, Lingming Zhang et al.2018 · 55 citationsQ. Luo, K. Moran, L. Zhang and D. Poshyvanyk, "How Do Static and Dynamic Test Case Prioritization Techniques Perform on Modern Software Systems? An Extensive Study on GitHub Projects," in IEEE Transactions on Software Engineering, 2018
DeepRoad: GAN-based Metamorphic Autonomous Driving System Testing1802.02295v2 · Mengshi Zhang, Yuqun Zhang, Lingming Zhang et al.2018 · 58 citationsarXiv
Career total: at least 143 works. 45 are in this corpus.
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