Jason Cong

Optimal qubit mapping with simultaneous gate absorption

2021

Before quantum error correction (QEC) is achieved, quantum computers focus on noisy intermediate-scale quantum (NISQ) applications. Compared to the well-known quantum algorithms requiring QEC, like Shor's or Grover's algorithm, NISQ applications have different structures and …

Democratizing Domain-Specific Computing

2022 · arXiv (Cornell University)

In the past few years, domain-specific accelerators (DSAs), such as Google's Tensor Processing Units, have shown to offer significant performance and energy efficiency over general-purpose CPUs. An important question is whether typical software developers can …

ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation

2023 · arXiv (Cornell University)

Recent years have witnessed the growing popularity of domain-specific accelerators (DSAs), such as Google's TPUs, for accelerating various applications such as deep learning, search, autonomous driving, etc. To facilitate DSA designs, high-level synthesis (HLS) is …