9 citations · 21 across the 6 of their papers we have counts for
6 papers
Attentive Social Recommendation: Towards User And Item Diversities
Dongsheng Luo, Yuchen Bian, Xiang Zhang +1
Social recommendation system is to predict unobserved user-item rating values by taking advantage of user-user social relation and user-item ratings. However, user/item diversities…
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…
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…
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…
MSQ-Index: A Succinct Index for Fast Graph Similarity Search
Xiaoyang Chen, Hongwei Huo, Jun Huan +1
Graph similarity search has received considerable attention in many applications, such as bioinformatics, data mining, pattern recognition, and social networks. Existing methods fo…
Learning Social Circles in Ego Networks based on Multi-View Social Graphs
Chao Lan, Yuhao Yang, Xiaoli Li +2
In social network analysis, automatic social circle detection in ego-networks is becoming a fundamental and important task, with many potential applications such as user privacy pr…