Publications

Hao Guan, Yepang Liu, Guangdong Bai (2025). CrossProbe: LLM-Empowered Cross-Project Bug Detection for Deep Learning Frameworks. In the 34th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2025).

Hao Guan, Yepang Liu, Guangdong Bai (2024). Large Language Models Can Connect the Dots: Exploring Model Optimization Bugs with Domain Knowledge-Aware Prompts. In the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2024).

Hao Guan, Ying Xiao, Jiaying Li, Yepang Liu, Guangdong Bai (2023). A Comprehensive Study of Real-World Bugs in Machine Learning Model Optimization. In the 45th IEEE/ACM International Conference on Software Engineering (ICSE 2023).