Awards

 

  • Amazon Faculty Research Award (2020). [link]
  • PhD Research Excellence Award (only 1 awardee in the School of Engineering). [link]
  • Baidu Research Fellowship (10 PhD candidates worldwide). [link]
  • Microsoft Research Asia PhD Fellowship (12 PhD candidates in Asia). [link]
  • Hong Kong Ph.D. Fellowship (2013-2017). [link]
  • Meritorious Winner in MCM/ICM 2012. [link]
  • National Scholarship.

Services

 

  • Conference/Workshop Organization
    ICML 2019 Workshop on Learning and Reasoning with Graph-Structured Representations
    CVPR 2019 Workshop on Causal, Explainable and Universal Medical Visual Diagnosis

  • PC Member
    IJCAI 2021 (Senior PC)
    AAAI 2021 (Senior PC)
    IJCAI 2020 (Senior PC)
    AAAI 2020
    LIRE@ICML 2019
    IJCAI 2019
    AAAI 2019
    TADGM@ICML 2018
    AAAI 2018
    IJCAI 2015

  • Conference Reviewer
    ICML 2021
    CVPR 2021
    AISTATS 2021
    ICLR 2021
    NIPS 2020
    ECCV 2020
    ICML 2020
    ICLR 2020
    CVPR 2020
    NIPS 2019
    ICCV 2019
    IJCAI 2019
    CVPR 2019
    ICLR 2019
    ICML 2019
    AAAI 2019
    NIPS 2018
    AAAI 2018
    AAAI 2017
    NIPS 2016
    IJCAI 2015
    CVPR 2015
    SDM 2014

  • Journal Reviewer
    Nature
    TKDE
    TPAMI
    TNNLS
    TIST
    TSP
    CSUR
    IJCV
    Algorithm

Presentations

 

  • Bayesian deep learning for integrated intelligence: bridging the gap between perception and inference.
    2015 June 17. The Chinese University of Hong Kong.
    [slides]
  • Bayesian deep learning for integrated intelligence: bridging the gap between perception and inference.
    2016 June 13. Baidu NLP Seminar.
    [slides]
  • Bayesian deep learning for integrated intelligence: bridging the gap between perception and inference.
    2015 November 22. ACML.
    [slides]
  • Bayesian deep learning: bridging the gap between probabilistic graphical models and deep learning.
    2015 November 5. Baidu.
    [slides]
  • Bayesian deep learning: bridging the gap between probabilistic graphical models and deep learning.
    2015 September 11. Microsoft Research Asia.
    [slides]
  • Collaborative deep learning for recommender systems.
    2015 August 12. KDD 2015.
    [slides]
  • Relational stacked denoising autoencoder for tag recommendation.
    2014 December 2. HKUST-EPFL Workshop on Data Science.
    [slides]
  • Social network analysis of discussion forum data on MOOC.
    2014 Febuary 28. First Seminar on MOOC Data Analytics Research.
    [slides]
  • Large-scale social network data mining with multi-view information.
    2013 June 19. Undergraduate Research Project Thesis Defense in Shanghai Jiao Tong University
    [slides]

Others

 

  • Energy field model for activity scheduling.
    Meritorious Winner in MCM/ICM 2012.
    [report]

 
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