6 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.CR2022★ 2 cited
CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences
Shang Wang, Yansong Gao, Anmin Fu +4
As a critical threat to deep neural networks (DNNs), backdoor attacks can be categorized into two types, i.e., source-agnostic backdoor attacks (SABAs) and source-specific backdoor…
cs.LG2021★ 6 cited
Horizontally Fused Training Array: An Effective Hardware Utilization Squeezer for Training Novel Deep Learning Models
Shang Wang, Peiming Yang, Yuxuan Zheng +2
Driven by the tremendous effort in researching novel deep learning (DL) algorithms, the training cost of developing new models increases staggeringly in recent years. We analyze GP…
cs.LG2019★ 1 cited
BPPSA: Scaling Back-propagation by Parallel Scan Algorithm
Shang Wang, Yifan Bai, Gennady Pekhimenko
In an era when the performance of a single compute device plateaus, software must be designed to scale on massively parallel systems for better runtime performance. However, in the…