All Stories

  1. Towards Scheduling of Pipelined Dataflow Graphs in MLIR

    Article • February 2026, ACM (Association for Computing Machinery)

    Antonino Tumeo

  2. ChemComp: A Compilation Framework for Computing with Chemical Reaction Networks

    Article • January 2025, ACM (Association for Computing Machinery)

    William Cannon, Antonino Tumeo

  3. A Synthesis Methodology for Intelligent Memory Interfaces in Accelerator Systems

    Article • January 2025, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi, Antonino Tumeo

  4. SPARTA: High-Level Synthesis of Parallel Multi-Threaded Accelerators

    Article • ACM Transactions on Reconfigurable Technology and Systems, December 2024, ACM (Association for Computing Machinery)

    Antonino Tumeo, Fabrizio Ferrandi

  5. Extending High-Level Synthesis with AI/ML Methods

    Article • October 2024, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi, Antonino Tumeo

  6. FuseIM: Fusing Probabilistic Traversals for Influence Maximization on Exascale Systems

    Article • May 2024, ACM (Association for Computing Machinery)

    Mahantesh Halappanavar, Antonino Tumeo

  7. Towards Automated Generation of Chiplet-Based Systems Invited Paper

    Article • January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Antonino Tumeo

  8. ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Antonino Tumeo

  9. High-Level Synthesis of Irregular Applications

    Article • May 2023, ACM (Association for Computing Machinery)

    Antonino Tumeo

  10. MLIR Loop Optimizations for High-Level Synthesis

    Article • October 2022, ACM (Association for Computing Machinery)

    Antonino Tumeo, Fabrizio Ferrandi

  11. Accelerating Random Forest Classification on GPU and FPGA

    Article • August 2022, ACM (Association for Computing Machinery)

    Antonino Tumeo

  12. ASAP

    Article • June 2022, ACM (Association for Computing Machinery)

    Antonino Tumeo

  13. Hardware acceleration of complex machine learning models through modern high-level synthesis

    Article • May 2022, ACM (Association for Computing Machinery)

    Antonino Tumeo, Fabrizio Ferrandi

  14. SODA-OPT an MLIR based flow for co-design and high-level synthesis

    Article • May 2022, ACM (Association for Computing Machinery)

    David Kaeli, Antonino Tumeo

  15. SODA

    Article • November 2020, ACM (Association for Computing Machinery)

    Antonino Tumeo

  16. cuRipples

    Article • June 2020, ACM (Association for Computing Machinery)

    Mahantesh Halappanavar, Antonino Tumeo

  17. Efficient synthesis of graph methods

    Article • November 2016, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi, Antonino Tumeo

  18. Optimizing irregular applications for energy and performance on the Tilera many-core architecture

    Article • May 2015, ACM (Association for Computing Machinery)

    Mahantesh Halappanavar, Antonino Tumeo