7 citations · 15 across the 9 of their papers we have counts for
3 papers · 1 filter
Scalable Partial Explainability in Neural Networks via Flexible Activation Functions
Schyler C. Sun, Chen Li, Zhuangkun Wei +2
Achieving transparency in black-box deep learning algorithms is still an open challenge. High dimensional features and decisions given by deep neural networks (NN) require new algo…
Graph Layer Security: Encrypting Information via Common Networked Physics
Zhuangkun Wei, Liang Wang, Schyler Chengyao Sun +2
The proliferation of low-cost Internet of Things (IoT) devices has led to a race between wireless security and channel attacks. Traditional cryptography requires high-computational…
Sampling and Inference of Networked Dynamics using Log-Koopman Nonlinear Graph Fourier Transform
Zhuangkun Wei, Bin Li, Chengyao Sun +1
Networked nonlinear dynamics underpin the complex functionality of many engineering, social, biological, and ecological systems. Monitoring the networked dynamics via the minimum s…