Yanze Li

Adaptive Scale-Aware Post-Processing Refinement for FPGA Placement

FPGA placement maps circuit elements to legal heterogeneous sites while minimizingtotal half-perimeter wirelength (HPWL). Analytical placers such as DREAMPlaceFPGAproduce high-quality global placement and legalization results, but their detailedplacement stage performs only greed...

When Does Error Correction Help? A Payload-Matched Study of Post-Hoc and End-to-End ECC in Neural Image Watermarking

Error-correcting codes are routinely bolted onto neural image watermarkingdecoders, and increasingly integrated into training. Neither practice comes with arule for when it helps, and comparisons rarely control for the payload the codeitself consumes. Using MBRS as a fixed backbo...

When Does Error Correction Help? A Payload-Matched Study of Post-Hoc and End-to-End ECC in Neural Image Watermarking

Error-correcting codes are routinely bolted onto neural image watermarkingdecoders, and increasingly integrated into training. Neither practice comes with arule for when it helps, and comparisons rarely control for the payload the codeitself consumes. Using MBRS as a fixed backbo...

Adaptive Scale-Aware Post-Processing Refinement for FPGA Placement

FPGA placement maps circuit elements to legal heterogeneous sites while minimizingtotal half-perimeter wirelength (HPWL). Analytical placers such as DREAMPlaceFPGAproduce high-quality global placement and legalization results, but their detailedplacement stage performs only greed...