1 citations · 1 across the 3 of their papers we have counts for
3 papers
Learning Chemotherapy Drug Action via Universal Physics-Informed Neural Networks
Lena Podina, Ali Ghodsi, Mohammad Kohandel
Quantitative systems pharmacology (QSP) is widely used to assess drug effects and toxicity before the drug goes to clinical trial. However, significant manual distillation of the l…
Scalable Graph Self-Supervised Learning
Ali Saheb Pasand, Reza Moravej, Mahdi Biparva +2
In regularization Self-Supervised Learning (SSL) methods for graphs, computational complexity increases with the number of nodes in graphs and embedding dimensions. To mitigate the…
WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization
Ali Saheb Pasand, Reza Moravej, Mahdi Biparva +1
A common phenomena confining the representation quality in Self-Supervised Learning (SSL) is dimensional collapse (also known as rank degeneration), where the learned representatio…