publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. Predicting sub-population specific viral evolution
    Wenxian Shi, Menghua Wu, and Regina Barzilay
    arXiv preprint arXiv:2410.21518, 2024
  2. VaxSeer: Selecting influenza vaccine strains through evolutionary and antigenicity models
    Wenxian Shi, Jeremy Wohlwend, Menghua Wu, and Regina Barzilay
    2024
    Code
  3. PROflow: An iterative refinement model for PROTAC-induced structure prediction
    Bo Qiang, Wenxian Shi, Yuxuan Song, and Menghua Wu
    In ICLR 2024 Workshop on Generative and Experimental Perspectives for Biomolecular Design, 2024

2021

  1. Follow your path: a progressive method for knowledge distillation
    Wenxian Shi*, Yuxuan Song*, Hao Zhou, Bohan Li, and Lei Li
    In ECML PKDD, 2021
    Code

2020

  1. Dispersed exponential family mixture vaes for interpretable text generation
    Wenxian Shi, Hao Zhou, Ning Miao, and Lei Li
    In International Conference on Machine Learning (ICML), 2020
    Code
  2. Variational Template Machine for Data-to-Text Generation
    Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, and Lei Li
    In International Conference on Learning Representations (ICLR), 2020