6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Improving the Stability of GNN Force Field Models by Reducing Feature Correlation
Yujie Zeng, Wenlong He, Ihor Vasyltsov +4
Recently, Graph Neural Network based Force Field (GNNFF) models are widely used in Molecular Dynamics (MD) simulation, which is one of the most cost-effective means in semiconducto…
cs.LG2021★ 6 cited
Efficient Softmax Approximation for Deep Neural Networks with Attention Mechanism
Ihor Vasyltsov, Wooseok Chang
There has been a rapid advance of custom hardware (HW) for accelerating the inference speed of deep neural networks (DNNs). Previously, the softmax layer was not a main concern of…