Publications

Alexander Brauckmann, Anderson Faustino da Silva, Jeronimo Castrillon, and Hugh Leather. DFA-Net: A Compiler-Specific Neural Architecture for Robust Generalization in Data Flow Analyses. In IEEE (Eds.), Proceedings of the 34th ACM SIGPLAN International Conference on Compiler Construction (CC 2025), Association for Computing Machinery, New York, NY, USA, March 2025. [PUMA: NN compiler data-flow xack]

Michael Niemier, Zephan Enciso, Mohammad Mehdi Sharifi, X. Sharon Hu, Ian O'Connor, Alexander Graening, Ravit Sharma, Puneet Gupta, Jeronimo Castrillon, João Paulo C. de Lima, Asif Ali Khan, Hamid Farzaneh, Nashrah Afroze, Asif Islam Khan, and Julien Ryckaert. Smoothing Disruption Across the Stack: Tales of Memory, Heterogeneity, and Compilers. In IEEE (Eds.), Proceedings of the 2024 Design, Automation and Test in Europe Conference (DATE), 1--10, IEEE, March 2024. [PUMA: accelerator compiler computing-in-memory myown nn] URL

Alexander Brauckmann, Anderson Faustino da Silva, Jeronimo Castrillon, and Hugh Leather. DFA-Net: A Compiler-Specific Neural Architecture for Robust Generalization in Data Flow Analyses. In IEEE (Eds.), Proceedings of the 34th ACM SIGPLAN International Conference on Compiler Construction (CC 2025), Association for Computing Machinery, New York, NY, USA, March 2025. [PUMA: NN compiler data-flow]