9 citations · 21 across the 6 of their papers we have counts for
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cs.DS2017★ 1 cited
Fast Computation of Graph Edit Distance
Xiaoyang Chen, Hongwei Huo, Jun Huan +1
The graph edit distance (GED) is a well-established distance measure widely used in many applications. However, existing methods for the GED computation suffer from several drawbac…
cs.CY2017★ 9 cited
Discriminatory Transfer
Chao Lan, Jun Huan
We observe standard transfer learning can improve prediction accuracies of target tasks at the cost of lowering their prediction fairness -- a phenomenon we named discriminatory tr…
cs.LG2017
On the Unreported-Profile-is-Negative Assumption for Predictive Cheminformatics
Chao Lan, Sai Nivedita Chandrasekaran, Jun Huan
In cheminformatics, compound-target binding profiles has been a main source of data for research. For data repositories that only provide positive profiles, a popular assumption is…