Research

Under Review

  • Sequential Choice Bandits: Learning with Marketing Fatigue. (Submitted)
    Katta Murty Best Paper Prize
    Junyu Cao, Wei Sun, Zuo-jun (Max) Shen.

  • Last-mile shared delivery: A discrete sequential packing approach. (Revision) [pdf]
    Junyu Cao, Mariana Olvera-Cravioto, Zuo-jun (Max) Shen.

  • On a general class of inhomogeneous random digraphs. (Revision) [pdf]
    Junyu Cao, Mariana Olvera-Cravioto.

Published Papers

  • Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem. [pdf]
    (Thirty-sixth International Conference on Machine Learning (ICML) 2019)
    Junyu Cao, Wei Sun.

  • Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue. [pdf]
    (Thirty-Third AAAI Conference on Artificial Intelligence (AAAI) 2019, oral presentation)
    Junyu Cao, Wei Sun.

  • Connected Population Synthesis for Transportation Simulation. [pdf]
    (Transportation Research Part C, 2019)
    Junyu Cao*, Danqing Zhang*, Sid Feygin, Dounan Tang, Zuo-jun (Max) Shen, Alexei Pozdnoukhov.
    (* stands for equal contribution)

Miscellaneous Papers

  • Social Discrete Choice Models. (Submitted) [pdf]
    Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Michael Mahoney, Alexei Pozdnoukhov.

  • Some Discussions About The Best Approximate Element For A Closed Set In Euclidean Space.
    (Accepted, Studies In College Mathematics, 2015, 18(1))
    Tong Xin, Junyu Cao

  • An Alternative Proof of Cauchy Criterion.
    (Accepted, Studies In College Mathematics, 2012,15(5))
    Junyu Cao

Selected Talks

  • International Conference on Machine Learning (ICML), 2019.6
  • POMS Annual Conference, 2019.5
  • IBM Research - Almaden, 2019.5
  • AAAI Conference on Artificial Intelligence (AAAI), 2019.1
  • INFORMS Annual Conference, 2018.10
  • IBM Thomas J. Watson Research Center, 2018.8