Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source
Published in 44th International Conference on Software Engineering, 2022
Anjiang Wei, Yinlin Deng, Chenyuan Yang, Lingming Zhang
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portfolio
publications
Fuzzing Deep-Learning Libraries via Automated Relational API Inference
Published in 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022
Yinlin Deng*, Chenyuan Yang*, Anjiang Wei, Lingming Zhang
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Fuzzing Automatic Differentiation in Deep-Learning Libraries
Published in 45th International Conference on Software Engineering, 2023
Chenyuan Yang, Yinlin Deng, Jiayi Yao, Yuxing Tu, Hanchi Li, Lingming Zhang
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Large Language Models are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models
Published in 32nd International Symposium on Software Testing and Analysis, 2023
Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang
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Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries
Published in 46th International Conference on Software Engineering, 2023
Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Zhang, Shujing Yang, Lingming Zhang
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WhiteFox: White-box Compiler Fuzzing Empowered by Large Language Models
Published in Object-Oriented Programming, Systems, Languages, and Applications 2024 (in PACM PL), 2024
Chenyuan Yang, Yinlin Deng, Runyu Lu, Jiayi Yao, Jiawei Liu, Reyhaneh Jabbarvand, Lingming Zhang
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KernelGPT: Enhanced Kernel Fuzzing via Large Language Models
Published in 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025
Chenyuan Yang, Zijie Zhao, Lingming Zhang
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Automated Proof Generation for Rust Code via Self-Evolution
Published in The Thirteenth International Conference on Learning Representations, 2025
Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu K Lahiri, Tao Xie, Lidong Zhou
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TestEval: Benchmarking Large Language Models for Test Case Generation
Published in The 2025 Annual Conference of the Nations of the Americas Chapter of the ACL, 2025
Wenhan Wang, Chenyuan Yang*, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma
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[Preprint] AutoVerus: Automated Proof Generation for Rust Code
Published in Object-Oriented Programming, Systems, Languages, and Applications 2025 (in PACM PL), 2025
Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Jianan Yao, Weidong Cui, Yeyun Gong, Chris Hawblitzel, Shuvendu Lahiri, Jacob R. Lorch, Shuai Lu, Fan Yang, Ziqiao Zhou, Shan Lu
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[Preprint] KNighter: Transforming Static Analysis with LLM-Synthesized Checkers
Published in The 31st Symposium on Operating Systems Principles, 2025
Chenyuan Yang, Zijie Zhao, Zichen Xie, Haoyu Li, Lingming Zhang
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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