All Stories

  1. TopoGeoNet: A Heterogeneous Model for End-to-End Congestion Prediction and Optimization in FPGA Placement

    Article • ACM Transactions on Design Automation of Electronic Systems, June 2026, ACM (Association for Computing Machinery)

    Rachel Selina Rajarathnam, Zhili Xiong

  2. AutoMarks: A GNN-based Automated Physical Design Watermarking Framework

    Article • ACM Transactions on Design Automation of Electronic Systems, June 2026, ACM (Association for Computing Machinery)

    Farinaz Koushanfar, Rachel Selina Rajarathnam

  3. Automated Physical Design Watermarking Leveraging Graph Neural Networks

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

    Rachel Selina Rajarathnam, Farinaz Koushanfar

  4. DREAMPlaceFPGA-PL

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

    Zixuan Jiang, Rachel Selina Rajarathnam

  5. DREAMPlaceFPGA: An Open-Source Analytical Placer for Large Scale Heterogeneous FPGAs using Deep-Learning Toolkit

    Article • January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Rachel Selina Rajarathnam, Zixuan Jiang

  6. ReGDS: A Reverse Engineering Framework from GDSII to Gate-level Netlist

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Rachel Selina Rajarathnam

  7. VLSI implementation of Piecewise Approximated antilogarithmic converter

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Rachel Selina Rajarathnam