20 citations · 47 across the 5 of their papers we have counts for
6 papers
BERT Learns (and Teaches) Chemistry
Josh Payne, Mario Srouji, Dian Ang Yap +1
Modern computational organic chemistry is becoming increasingly data-driven. There remain a large number of important unsolved problems in this area such as product prediction give…
How Secure Is Your IoT Network?
Josh Payne, Karan K. Budhraja, Ashish Kundu
The proliferation of IoT devices in smart homes, hospitals, and enterprise networks is widespread and continuing to increase in a superlinear manner. With this unprecedented growth…
Towards Deep Federated Defenses Against Malware in Cloud Ecosystems
Josh Payne, Ashish Kundu
In cloud computing environments with many virtual machines, containers, and other systems, an epidemic of malware can be highly threatening to business processes. In this vision pa…
Approximate Graph Spectral Decomposition with the Variational Quantum Eigensolver
Josh Payne, Mario Srouji
Spectral graph theory is a branch of mathematics that studies the relationships between the eigenvectors and eigenvalues of Laplacian and adjacency matrices and their associated gr…
Deep Hyperedges: a Framework for Transductive and Inductive Learning on Hypergraphs
Josh Payne
From social networks to protein complexes to disease genomes to visual data, hypergraphs are everywhere. However, the scope of research studying deep learning on hypergraphs is sti…
Uncheatable Machine Learning Inference
Mustafa Canim, Ashish Kundu, Josh Payne
Classification-as-a-Service (CaaS) is widely deployed today in machine intelligence stacks for a vastly diverse set of applications including anything from medical prognosis to com…