18 citations · 73 across the 28 of their papers we have counts for
4 papers · 1 filter
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…
Attentional Multilabel Learning over Graphs: A Message Passing Approach
Kien Do, Truyen Tran, Thin Nguyen +1
We address a largely open problem of multilabel classification over graphs. Unlike traditional vector input, a graph has rich variable-size substructures which are related to the l…
DeepProcess: Supporting business process execution using a MANN-based recommender system
Asjad Khan, Hung Le, Kien Do +4
Process-aware Recommender systems can provide critical decision support functionality to aid business process execution by recommending what actions to take next. Based on recent a…
Knowledge Graph Embedding with Multiple Relation Projections
Kien Do, Truyen Tran, Svetha Venkatesh
Knowledge graphs contain rich relational structures of the world, and thus complement data-driven machine learning in heterogeneous data. One of the most effective methods in repre…