Publications

Conference

• Learning attribute and class-specific representation duet for fine-grained fashion analysis [Supplementary]
  (acceptance rate: 2360/9155=25.78%)
  Yang Jiao, Yan Gao, Jingjing Meng, Jin Shang, and Yi Sun
  in Proc. of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, Jun. 2023.

• List-wise fairness criterion for point processes [Code]
  (research full paper, acceptance rate: 216/1279=16.89%)
  Jin Shang, Mingxuan Sun, and Nina S. N. Lam
  in Proc. of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), San Diego, USA, Aug. 2020.

• Geometric Hawkes processes with graph convolutional recurrent neural networks
  (acceptance rate: 1150/7095=16.21%)
  Jin Shang, and Mingxuan Sun
  in Proc. of the AAAI Conference on Artificial Intelligence (AAAI), Hawaii, USA, Jan. 2019.

• Local low-rank Hawkes processes for temporal user-item interactions
  (regular paper, acceptance rate: 84/948=8.86%)
  Jin Shang, and Mingxuan Sun
  in Proc. of the IEEE International Conference on Data Mining (ICDM), Singapore, Nov. 2018.

• Demographic inference via knowledge transfer in cross-domain recommender systems
  (short paper, acceptance rate: 105/948=11.08%, total rate: 189/948=19.94%)
  Jin Shang, Mingxuan Sun, and Kevyn Collins-Thompson
  in Proc. of the IEEE International Conference on Data Mining (ICDM), Singapore, Nov. 2018.

Journal

• A machine learning approach for detecting rescue requests from social media
  Zheye Wang, Nina S. N. Lam, Mingxuan Sun, Xiao Huang, Jin Shang, Lei Zou, Yue Wu, and Volodymyr V. Mihunov
  in ISPRS International Journal of Geo-Information. 2022; 11(11):570.

• Local low-rank Hawkes processes for temporal user-item interactions
  Jin Shang, and Mingxuan Sun
  in Knowledge and Information Systems (KAIS) (2019): 1-24.

• Effect of folded and crumpled morphologies of graphene oxide platelets on the mechanical performances of polymer nanocomposites
  [Supporting Information]
  Jin Shang, Yuli Chen, et al.
  in Polymer 68 (2015): 131-139.