Yinlin Deng
University of Illinois Urbana-Champaign(US)
Publications by Year
Research Areas
Software Testing and Debugging Techniques, Software Engineering Research, Topic Modeling, Advanced Neural Network Applications, Advanced Malware Detection Techniques
Most-Cited Works
- → Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models(2023)240 cited
- → Free lunch for testing(2022)90 cited
- → Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries(2024)81 cited
- → Fuzzing deep-learning libraries via automated relational API inference(2022)72 cited
- → WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models(2024)51 cited
- → Coverage-guided tensor compiler fuzzing with joint IR-pass mutation(2022)46 cited
- → Fuzzing Automatic Differentiation in Deep-Learning Libraries(2023)34 cited
- → Demystifying LLM-Based Software Engineering Agents(2025)31 cited
- → Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT(2023)23 cited