Publications

• Understanding Accelerator Compilers via Performance Profiling Ayaka Yorihiro, Griffin Berlstein, Pedro Pontes García, Kevin Laufer, Adrian Sampson. arXiv preprint
• From PyTorch to Calyx: An Open-Source Compiler Toolchain for ML Accelerators Jiahan Xie, Evan Williams, Adrian Sampson. Workshop on Compilers for Machine Learning (C4ML) 2026
• From PyTorch to Calyx: An Open-Source Compiler Toolchain for ML Accelerators Jiahan Xie, Evan Williams, Adrian Sampson. Workshop on Accelerated Machine Learning (AccML) 2026
• A FIRRTL Backend for the Calyx High-Level Accelerator Compilation Infrastructure Ayaka Yorihiro, Griffin Berlstein, Kevin Laeufer, Adrian Sampson. Workshop on Open-Source Design Automation (OSDA) 2024
• Unifying Static and Dynamic Intermediate Languages for Accelerator Generators Caleb Kim, Pai Li, Anshuman Mohan, Andrew Butt, Adrian Sampson, Rachit Nigam. International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA) 2023
• Stepwise Debugging for Hardware Accelerators Griffin Berlstein, Rachit Nigam, Chrisophe Gyurgyik, Adrian Sampson. International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2023
• A Toolkit for Designing Hardware DSLs Griffin Berlstein, Rachit Nigam, Chrisophe Gyurgyik, Adrian Sampson. Workshop on Open-Source EDA Technology (WOSET) 2021
• Calyx: A Language for Hardware Accelerator Generators Rachit Nigam, Samuel Thomas, Zhijing Li, Adrian Sampson. International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2021