Yuxiao Dong
Ph.D. Student, Aug. 2012 - present
Department of Computer Science and Engineering
Interdisciplinary Center for Network Science and Applications (iCeNSA)
University of Notre Dame

Email: ydong1 [at] nd [dot] edu
Office: 384J Nieuwland Hall of Science (iCeNSA), Notre Dame, IN 46556
LinkedIn:


Research Interests

I am a 5th-year Ph.D. student in Computer Science and Engineering and Interdisciplinary Center for Network Science and Applications (iCeNSA), University of Notre Dame. My research focuses on social networks, data mining, and computational social science, with an emphasis on applying computational models to addressing problems in large social systems, such as mobile communication, online social media, and academic collaboration. More information could be found at my LinkedIn and AMiner profiles.

Attending Conferences: ACM KDD'16, IC2S2 2016, ACM JCDL'16.


Selected Publications

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Problems:
Venues:

  1. Can Scientific Impact Be Predicted? data bibtex
    Yuxiao Dong§, Reid A. Johnson§, Nitesh V. Chawla. (§Equal Contribution)
    TBD 2016 (IEEE Transactions on Big Data), 2016. Full Paper.
  2. Will This Paper Increase Your h-index? Scientific Impact Prediction. slides poster data bibtex
    Yuxiao Dong, Reid A. Johnson, Nitesh V. Chawla.
    WSDM'15 (Proc. of the 8th ACM International Conference on Web Search and Data Mining), 2015. Full Paper, 16.4%.
    Best Paper Award Nomination (4/39)
    Featured on Open Science
  3. Inferring Unusual Crowd Events From Mobile Phone Call Detail Records. slides bibtex
    Yuxiao Dong, Fabio Pinelli, Yiannis Gkoufas, Zubair Nabi, Francesco Calabrese, Nitesh V. Chawla.
    ECML/PKDD'15 (Proc. of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases), 2015. Full Paper, 23%.
  4. Inferring Social Status and Rich Club Effects in Enterprise Communication Networks. plos supporting info slides bibtex
    Yuxiao Dong, Jie Tang, Nitesh V. Chawla, Tiancheng Lou, Yang Yang, Bai Wang.
    PLoS ONE 2015. DOI: 10.1371/journal.pone.0119446. March 2015. (if2013=3.534).
  5. Inferring User Demographics and Social Strategies in Mobile Social Networks. slides poster madness code bibtex
    Yuxiao Dong, Yang Yang, Jie Tang, Yang Yang, Nitesh V. Chawla.
    KDD'14 (Proc. of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining), 2014. Full Paper, 14.6%.
    Featured on United Nations Global Pulse Notre Dame News ACM TechNews phys.org
  6. Predicting Node Degree Centrality with the Node Prominence Profile. scirep supporting info
    Yang Yang, Yuxiao Dong, Nitesh V. Chawla.
    Scientific Reports 2014. DOI:10.1038/srep07236, November 2014. (if2013=5.078).
    Featured on Notre Dame News
  7. A Novel Genetic Algorithm for Overlapping Community Detection. code bibtex
    Yanan Cai, Chuan Shi, Yuxiao Dong, Qing Ke, Bin Wu.
    ADMA'11 (Proc. of the 7th International Conference on Advanced Data Mining and Applications), 2011.
    Best Application Paper Award