Yinlin Deng

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 17

Top Topics

Weakly Supervised

Unsupervised Feature Learning

Top Venues

Proc. ACM Program. Lang.

Publications

Chunqiu Steven Xia, Yinlin Deng, Lingming Zhang
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM. CoRR (2024)
Ansong Ni, Miltiadis Allamanis, Arman Cohan, Yinlin Deng, Kensen Shi, Charles Sutton, Pengcheng Yin
NExT: Teaching Large Language Models to Reason about Code Execution. CoRR (2024)
Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang
Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries. ICSE (2024)
Chunqiu Steven Xia, Yinlin Deng, Soren Dunn, Lingming Zhang
Agentless: Demystifying LLM-based Software Engineering Agents. CoRR (2024)
Kensen Shi, Joey Hong, Yinlin Deng, Pengcheng Yin, Manzil Zaheer, Charles Sutton
ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis. ICLR (2024)
Chenyuan Yang, Yinlin Deng, Jiayi Yao, Yuxing Tu, Hanchi Li, Lingming Zhang
Fuzzing Automatic Differentiation in Deep-Learning Libraries. CoRR (2023)
Chenyuan Yang, Yinlin Deng, Runyu Lu, Jiayi Yao, Jiawei Liu, Reyhaneh Jabbarvand, Lingming Zhang
White-box Compiler Fuzzing Empowered by Large Language Models. CoRR (2023)
Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang
Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models. ISSTA (2023)
Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang
Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT. CoRR (2023)
Chenyuan Yang, Yinlin Deng, Jiayi Yao, Yuxing Tu, Hanchi Li, Lingming Zhang
Fuzzing Automatic Differentiation in Deep-Learning Libraries. ICSE (2023)
Anjiang Wei, Yinlin Deng, Chenyuan Yang, Lingming Zhang
Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source. CoRR (2022)
Yinlin Deng, Chenyuan Yang, Anjiang Wei, Lingming Zhang
Fuzzing deep-learning libraries via automated relational API inference. ESEC/SIGSOFT FSE (2022)
Jiawei Liu, Yuxiang Wei, Sen Yang, Yinlin Deng, Lingming Zhang
Coverage-guided tensor compiler fuzzing with joint IR-pass mutation. Proc. ACM Program. Lang. 6 (OOPSLA) (2022)
Yinlin Deng, Chenyuan Yang, Anjiang Wei, Lingming Zhang
Fuzzing Deep-Learning Libraries via Automated Relational API Inference. CoRR (2022)
Anjiang Wei, Yinlin Deng, Chenyuan Yang, Lingming Zhang
Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source. ICSE (2022)
Jiawei Liu, Yuxiang Wei, Sen Yang, Yinlin Deng, Lingming Zhang
Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation. CoRR (2022)
Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang
Fuzzing Deep-Learning Libraries via Large Language Models. CoRR (2022)