CovCraft: LLM-Guided Intelligent Framework for Constraint-Based Testing of Deep Learning Compiler Pipelines

Yifei He, Fangyuan Yang, Ting Su, Yueling Zhang, Geguang Pu. CovCraft: LLM-Guided Intelligent Framework for Constraint-Based Testing of Deep Learning Compiler Pipelines. In Hossain Shahriar, Kazi Shafiul Alam, Hiroyuki Ohsaki, Stelvio Cimato, Miriam Capretz, Shamem Ahmed, Sheikh Iqbal Ahamed, Akm Jahangir Alam Majumder, Munirul Haque, Tomoki Yoshihisa, Alfredo Cuzzocrea, Michiharu Takemoto, Nazmus Sakib, Marwa Elsayed, editors, 50th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2026, Madrid, Spain, July 7-10, 2026. pages 3180-3189, IEEE, 2026. [doi]

Abstract

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