Chuxu Zhang/张初旭

PhD Student
Email: czhang11[at]nd[dot]edu
Address: iCeNSA, 384J Nieuwland Science Hall, Notre Dame, IN 46556

About Me

I am currently a first year PhD student under the supervision of Prof. Nitesh V. Chawla at the research center on network and data sciences (iCeNSA) in University of Notre Dame. I am interested in machine learning and deep learning for applications in social/information networks, recommender systems/user modeling and natural language processing. I also work closely with Prof. Xiangliang Zhang in KAUST. During my undergraduate study, I worked with Prof. Tao Zhou and Prof. Zike Zhang on the research of complex networks at Web Science Center (now CompleX Lab) of UESTC.

What's New

[Publication] 4/2018: One paper was accepted by IJCAI2018.

[Internship] 2/2018: I will go to NEC Labs data science department as a research intern for the summer.

[Publication] 12/2017: One paper was accepted by WWW2018.

[Conference] 12/2017: Attended IEEE BigData2018 and presented our work.

[Publication] 11/2017: One co-author paper was accepted by AAAI2018.

[Publication] 10/2017: One paper was accepted by IEEE BigData2017.

[Conference] 04/2017: Attended SDM2017 and presented our work.

Selected Publications

  • Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference
    C. Zhang, L. Yu, X. Zhang, N. Chawla
    [IJCAI2018] The 2018 International Joint Conference on Artificial Intelligence (AR: 20%)

  • Camel: Content-Aware and Meta-path Augmented Metric Learning for Author Identification
    C. Zhang, C. Huang, L. Yu, X. Zhang, N. Chawla
    [WWW2018] The 2018 International World Wide Web Conference (AR: 15%)

  • WalkRanker: A Unified Pairwise Ranking Model with Multiple Relations for Item Recommendation
    L. Yu, C. Zhang, S. Pei, G. Sun, X. Zhang
    [AAAI2018] The 2018 AAAI International Conference on Artificial Intelligence (AR: 25%)

  • User Collaborative Network Embedding for Social Recommender Systems
    C. Zhang, L. Yu, Y. Wang, C. Shah and X. Zhang
    [SDM2017] The 2017 SIAM International Conference on Data Mining (AR: 26%)

Last update in 4/17/2018, Template inspired by Dr. Quanquan Gu