100 citations · 350 across the 7 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.LG2017★ 7 cited
Graph Classification via Deep Learning with Virtual Nodes
Trang Pham, Truyen Tran, Hoa Dam +1
Learning representation for graph classification turns a variable-size graph into a fixed-size vector (or matrix). Such a representation works nicely with algebraic manipulations.…
cs.SE2017★ 88 cited
Automatic feature learning for vulnerability prediction
Hoa Khanh Dam, Truyen Tran, Trang Pham +3
Code flaws or vulnerabilities are prevalent in software systems and can potentially cause a variety of problems including deadlock, information loss, or system failure. A variety o…
stat.ML2017★ 3 cited
One Size Fits Many: Column Bundle for Multi-X Learning
Trang Pham, Truyen Tran, Svetha Venkatesh
Much recent machine learning research has been directed towards leveraging shared statistics among labels, instances and data views, commonly referred to as multi-label, multi-inst…