9 citations · 11 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Adaptive Soft Error Protection for Neural Network Processing
Xinghua Xue, Cheng Liu, Feng Min +1
Previous research on selective protection for neural network components typically exploits only static vulnerability differences. Although these methods improve upon classical modu…
cs.AR2024★ 9 cited
DaDu-Corki: Algorithm-Architecture Co-Design for Embodied AI-powered Robotic Manipulation
Yiyang Huang, Yuhui Hao, Bo Yu +8
Embodied AI robots have the potential to fundamentally improve the way human beings live and manufacture. Continued progress in the burgeoning field of using large language models…
cs.CR2023★ 2 cited
ApproxABFT: Approximate Algorithm-Based Fault Tolerance for Neural Network Processing
Xinghua Xue, Cheng Liu, Feng Min +2
With the increasing deployment of deep neural networks (DNNs) in terrestrial and aerospace safety-critical applications, system reliability has emerged as a co-equal design metric…