Yuto Yamaguchi, Ph.D. (Engineering)

Software Engineer
Indeed

E-mail: yuto.ymgc@gmail.com

Phone: TBD

Research Interests

My research interests include Social Network Analysis, Graph Mining, and Machine Learning.

Research Experience

Education

Selected Publication (Since 2014)

Full list -> DBLP, Google Scholar

  1. FORank: Fast ObjectRank for Large Heterogeneous Graphs
    Tomoki Sato, Hiroaki Shiokawa, Yuto Yamaguchi, Hiroyuki Kitagawa
    The 27th International Conference on World Wide Web (WWW2018), Lyon, France, Apr 23-27, 2018 (poster) (35%) (to appear).
  2. Collecting Non-Geotagged Local Tweets via Bandit Algorithms
    Saki Ueda, Yuto Yamaguchi, Hiroyuki Kitagawa
    The 26th ACM International Conference on Information and Knowledge Management (CIKM2017), Singapore, Nov 6-10, 2017 (short) (30%) (to appear).
  3. Tensor Decomposition with Missing Indices
    Yuto Yamaguchi, Kohei Hayashi
    International Joint Conference on Artificial Intelligence (IJCAI2017), Melbourne, Australia, Aug 19-25, 2017 (26%).
    [PDF] [Slides] [Code]
  4. When Does Label Propagation Fail? A View from a Network Generative Model
    Yuto Yamaguchi, Kohei Hayashi
    International Joint Conference on Artificial Intelligence (IJCAI2017), Melbourne, Australia, Aug 19-25, 2017 (26%).
    [PDF] [Slides] [Code]
  5. Modeling Temporal Activity to Detect Anomalous Behavior in Social Media
    Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., and Christos Faloutsos
    ACM Transactions on Knowledge Discovery from Data (TKDD), 11(4), 49.
  6. CAMLP: Confidence-Aware Modulated Label Propagation
    Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa
    SIAM International Conference on Data Mining (SDM2016), pp. 513-521, Miami, Florida, USA, May 5-7, 2016 (26%).
    [Code]
  7. RSC: Mining and Modeling Temporal Activity in Social Media
    Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., and Christos Faloutsos
    The 21st SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2015), pp. 269-278, Sydney, Australia, August 10-13, 2015 (19%).
    [Code and Data]
  8. Patterns in Interactive Tagging Networks
    Yuto Yamaguchi, Mitsuo Yoshida, Christos Faloutsos, and Hiroyuki Kitagawa
    The 9th International AAAI Conference on Web and Social Media (ICWSM2015), pp. 513-522, Oxford, UK, May 26-29, 2015 (19%).
    [Code] [Data]
  9. Why Do You Follow Him? Multilinear Analysis on Twitter
    Yuto Yamaguchi, Mitsuo Yoshida, Christos Faloutsos, and Hiroyuki Kitagawa
    The 24th International World Wide Web Conference (WWW2015), pp. 137-138 (companion volume), Florence, Italy, May 18-22, 2015 (poster) (30%).
    [Code] [Data]
  10. SocNL: Bayesian Label Propagation with Confidence
    Yuto Yamaguchi, Christos Faloutsos, and Hiroyuki Kitagawa
    The 19th Pacific-Asia Conference on Knowledge Discovery and Data mining (PAKDD 2015), pp. 633-645, Ho Chi Min City, Viet Nam, May 19-22, 2015 (6.7% as regular paper).
    [Code]
  11. OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation
    Yuto Yamaguchi, Christos Faloutsos, and Hiroyuki Kitagawa
    The Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), pp. 3122-3128, Austin, USA, January 25-29, 2015 (27%).
    [Code]
  12. Online User Location Inference Exploiting Spatiotemporal Correlations in Social Streams
    Yuto Yamaguchi, Toshiyuki Amagasa, Hiroyuki Kitagawa, and Yohei Ikawa
    The 23rd ACM International Conference on Information and Knowledge Management (CIKM 2014), pp. 1139-1148, Shanghai, China, November 3-7, 2014 (21%).
    [Code] [Data]

Patents

  1. METHOD, COMPUTER PROGRAM AND COMPUTER FOR ESTIMATING LOCATION BASED ON SOCIAL MEDIA
    Miki Enoki, Yohei Ikawa, Michiaki Tatsubori, and Yuto Yamaguchi
    US Patent App. 14/067,178
  2. SYSTEM AND METHOD FOR EXTRACTION OF OFF-TOPIC PART FROM CONVERSATION
    Nobuyasu Itoh, Masafumi Nishimura, and Yuto Yamaguchi
    US Patent App. 13/740,478

Professional Activities

Skills

Funding

Talks

Honors and Awards