Arkapravo Ghosh, a Ph.D. student in PI Priyadarshini Panda’s group, presented his research at two prestigious venues in 2025. His work on diffusion-driven accelerator design was selected for the MLSys Young Professional Symposium 2025, sponsored by NSF, Google, Meta, Qualcomm, and other leading technology companies. An advanced version of this work was presented in the 2025 Design Automation Conference (DAC) Young Fellow program, supported by ACM SIGDA and IEEE CEDA. These recognitions highlight his contributions to hardware accelerator optimization through generative techniques, supported by CoCoSys.