Publications

2021

  1. CAE
    Deep BarkID - A Portable Tree Identification System by Knowledge Distillation and Network Pruning
    Wu, Fanyou, Gazo, Rado, Benes, Bedrich, and Haviarova, Eva
    Under review 2021
  2. Wood ID
    Wood Identification Based on Longitudinal Section Images by Using Deep Learning
    Wu, Fanyou, Gazo, Rado, Haviarova, Eva, and Benes, Bedrich
    Wood Science and Technology 2021
  3. KDD 1st
    Learning to Reposition on an Online Taxi-hailing Platform
    Liu, Yang, Wu, Fanyou, Lyu, Cheng, Liu, Zhiyuan, and Ye, Jiepin
    Under review 2021
  4. IEEE TITS
    Behavior2vector: embedding users’ personalized travel behavior to vector
    Liu, Yang, Wu, Fanyou, Lyu, Cheng, Liu, Xin, and Liu, Zhiyuan
    Under review 2021
  5. PMLR
    Traffic4cast at NeurIPS 2020-yet more on the unreasonable effectiveness of gridded geo-spatial processes
    Kopp, Michael, Kreil, David, Neun, Moritz, Jonietz, David, Martin, Henry, Herruzo, Pedro, Gruca, Aleksandra, Soleymani, Ali, Wu, Fanyou, Liu, Yang, Xu, Jingwei, Zhang, Jianjin, Santokhi, Jay, Bojesomo, Alabi, Marzouqi, Hasan Al, Liatsis, Panos, Kwok, Pak Hay, Qi, Qi, and Hochreiter, Sepp
    Proceedings of Machine Learning Research 2021

2020

  1. NeurIPS 2nd
    TLab: Traffic Map Movie Forecasting Based on HR-NET
    Wu, Fanyou, Liu, Yang, Liu, Zhiyuan, Qu, Xiaobo, Gazo, Rado, and Haviarova, Eva
    arXiv preprint arXiv:2011.07728 2020

2019

  1. IJCAJ19 1st
    Efficient Project Gradient Descent for Ensemble Adversarial Attack
    Wu, Fanyou, Gazo, Rado, Haviarova, Eva, and Benes, Bedrich
    arXiv preprint arXiv:1906.03333 2019

2017

  1. Phase transition in a growing network
    Wu, Fanyou, and Kärenlampi, Petri P
    Journal of Complex Networks 2017