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Publications

  • Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics
    Sungyong Seo*, Chuizheng Meng*, Yan Liu (*equal contribution)
    International Conference on Learning Representations (ICLR), 2020.
    [ PDF] [ Code]

  • Structure-informed Graph Auto-encoder for Relational Inference and Simulation
    Yaguang Li, Chuizheng Meng, Cyrus Shahabi and Yan Liu
    ICML Workshops on Learning and Reasoning with Graph-Structured Representations, 2019.
    [ PDF]

  • Benchmarking deep learning models on large healthcare datasets
    Sanjay Purushotham*, Chuizheng Meng*, Zhengping Che, Yan Liu (*equal contribution)
    Journal of Biomedical Informatics, 2018.
    [ PDF] [ Code]

  • Trust Relationship Prediction in Alibaba E-Commerce Platform
    Yukuo Cen, Jing Zhang, Gaofei Wang, Yujie Qian, Chuizheng Meng, Zonghong Dai, Hongxia Yang, Jie Tang
    IEEE Transactions on Knowledge and Data Engineering, 2019.
    [ PDF]