Mr. Linchuan Xu, a Ph. D candidate in Department of Computing, The Hong Kong Polytechnic University, is currently doing research on data mining with emphasis on network mining under the supervision of Professor Jiannong Cao. Before that, he received his Bachelor's degree in Department of Information Engineering, Beijing University of Posts and Telecommunications in 2013. From 2015 to 2016, he visited BDSC lab led by Professor Philip S. Yu in University of Illinois at Chicago, USA.

Publications

  • IJCNN’2018

    On Learning Community-specific Similarity Metrics for Cold-start Link Prediction(Accepted)

    Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu

  • PAKDD’2018

    Interaction Content Aware Network Embedding via Co-embedding of Nodes and Edges(Accepted)[paper]

    Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu

  • WWW’2018

    On Exploring Semantic Meanings of Links for Embedding Social Networks(Accepted)[paper]

    Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu

  • DSAA’2017

    Multi-task Network Embedding[paper]

    Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu

  • DSAA’2017

    Multiple Social Role Embedding[paper]

    Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu

  • DSAA’2017

    Disentangled Link Prediction for Signed Social Network via Disentangled Representation Learning (Best Research Paper)[paper]

    Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu

  • WWW’2017

    Cross View Link Prediction by Learning Noise-resilient Representation Consensus[paper]

    Xiaokai Wei, Linchuan Xu, Bokai Cao and Philip S. Yu

  • WWW’2017

    Embedding Identity and Interest for Social Networks (Poster)[paper]

    Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu

  • WWW’2017

    On Learning Mixed Community-specific Similarity Metrics for Cold-start Link Prediction (Poster)[paper]

    Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu

  • WSDM’2017

    Embedding of Embedding (EOE): Joint Embedding for Coupled Heterogeneous Networks[paper] [Code]

    Linchuan Xu, Xiaokai Wei, Jiannong Cao and Philip S. Yu

Office: PQ503, Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong

Email: cslcxu at comp dot polyu dot edu dot hk