Enhancing Reliability Assurance for DNN against Numerical Defect with Large Language Models

Jinyu Liu, Jun Ai, Haoran Su, Tao Shi. Enhancing Reliability Assurance for DNN against Numerical Defect with Large Language Models. In 36th IEEE International Symposium on Software Reliability Engineering, ISSRE 2025, São Paulo, Brazil, October 21-24, 2025. pages 300-310, IEEE, 2025. [doi]

Abstract

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