88 citations · 262 across the 41 of their papers we have counts for
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cs.NE2019
Neural Stored-program Memory
Hung Le, Truyen Tran, Svetha Venkatesh
Neural networks powered with external memory simulate computer behaviors. These models, which use the memory to store data for a neural controller, can learn algorithms and other c…
cs.NE2018★ 11 cited
Graph Transformation Policy Network for Chemical Reaction Prediction
Kien Do, Truyen Tran, Svetha Venkatesh
We address a fundamental problem in chemistry known as chemical reaction product prediction. Our main insight is that the input reactant and reagent molecules can be jointly repres…
cs.NE2018
Resset: A Recurrent Model for Sequence of Sets with Applications to Electronic Medical Records
Phuoc Nguyen, Truyen Tran, Svetha Venkatesh
Modern healthcare is ripe for disruption by AI. A game changer would be automatic understanding the latent processes from electronic medical records, which are being collected for…