2 citations · 3 across the 5 of their papers we have counts for
5 papers
Federated Transformed Learning for a Circular, Secure, and Tiny AI
Weisi Guo, Schyler Sun, Bin Li +1
Deep Learning (DL) is penetrating into a diverse range of mass mobility, smart living, and industrial applications, rapidly transforming the way we live and work. DL is at the hear…
Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson Process
Schyler C. Sun, Bailu Jin, Zhuangkun Wei +1
The causal mechanism between climate and political violence is fraught with complex mechanisms. Current quantitative causal models rely on one or more assumptions: (1) the climate…
Scarce Data Driven Deep Learning of Drones via Generalized Data Distribution Space
Chen Li, Schyler C. Sun, Zhuangkun Wei +2
Increased drone proliferation in civilian and professional settings has created new threat vectors for airports and national infrastructures. The economic damage for a single major…
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…