14 citations · 18 across the 4 of their papers we have counts for
4 papers
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs
John Thorpe, Pengzhan Zhao, Jonathan Eyolfson +5
DNN models across many domains continue to grow in size, resulting in high resource requirements for effective training, and unpalatable (and often unaffordable) costs for organiza…
A Comprehensive Study of Bug Fixes in Quantum Programs
Junjie Luo, Pengzhan Zhao, Zhongtao Miao +2
As quantum programming evolves, more and more quantum programming languages are being developed. As a result, debugging and testing quantum programs have become increasingly import…
Bugs4Q: A Benchmark of Real Bugs for Quantum Programs
Pengzhan Zhao, Jianjun Zhao, Zhongtao Miao +1
Realistic benchmarks of reproducible bugs and fixes are vital to good experimental evaluation of debugging and testing approaches. However, there is no suitable benchmark suite tha…
Identifying Bug Patterns in Quantum Programs
Pengzhan Zhao, Jianjun Zhao, Lei Ma
Bug patterns are erroneous code idioms or bad coding practices that have been proved to fail time and time again, which are usually caused by the misunderstanding of a programming…