4 citations · 11 across the 10 of their papers we have counts for
4 papers · 1 filter
Building an AI-ready RSE Workforce
Ying Zhang, Matthew A. Gitzendanner, Dan S. Maxwell +6
Artificial Intelligence has been transforming industries and academic research across the globe, and research software development is no exception. Machine learning and deep learni…
Non-asymptotic estimates for TUSLA algorithm for non-convex learning with applications to neural networks with ReLU activation function
Dong-Young Lim, Ariel Neufeld, Sotirios Sabanis +1
We consider non-convex stochastic optimization problems where the objective functions have super-linearly growing and discontinuous stochastic gradients. In such a setting, we prov…
Revisiting Time, Clocks, and Synchronization
Ying Zhang
Sub-nanosecond precision clock synchronization over the packet network has been achieved by the White Rabbit protocol for a decade. However, few computer systems utilize such a tec…
Data-Driven Vulnerability Detection and Repair in Java Code
Ying Zhang, Mahir Kabir, Ya Xiao +3
Java platform provides various APIs to facilitate secure coding. However, correctly using security APIs is usually challenging for developers who lack cybersecurity training. Prior…