Zhicheng Cui

Department of Computer Science and Engineering
Washington University in St Louis

Contact info.

Office: Jolley Hall #420
Adress: Campus Box 1045, One Brookings Drive, St Louis, 63130
E-mail: z.cui {at} wustl.edu

I just obtained my Ph.D. degree in Computer Science from Washington University in St Louis under the supervision of Prof. Yixin Chen. I received my B.E. degree from School of Computer Science and Technology at The University of Science and Technology of China in 2014. My research interests are deep learning, interpretable machine learning and security of machine learning. I'm joining Google in Nov. 2019.

Publications [Google Scholar][DBLP]

• Z. Cui, B. Fritz, C. King, M. Avidan, Y. Chen, A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room, Proc. American Medical Informatics Annual Symposium (AMIA-19), 2019.(PDF)
• B. Fritz*, Z. Cui*, M. Zhang, Y. He, Y. Chen, A. Kronzer, A. Ben Abdallah, C. King, M. Avidan, A Deep Learning Model for Predicting 30-day Postoperative Mortalit, British Journal of Anaesthesia (BJA-19), 2019.(PDF)(*equal contributions)
• M. Zhang, S. Jiang, Z. Cui, R. Garnett, and Y. Chen, D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, Advances in Neural Information Processing Systems (NeurIPS-19), 2019.(PDF)(CODE)
• Z. Cui, M. Zhang, Y. Chen, Deep Embedding Logistic Regression, Proc. IEEE International Conference on Big Knowledge (ICBK-18), 2018.(PDF)
• M. Zhang, Z. Cui, M. Neumann, Y. Chen, An End-to-End Deep Learning Architecture for Graph Classification, Proc. Association for the Advancement of Artificial Intelligence (AAAI-18), 2018. (PDF) (CODE)
• M. Zhang, Z. Cui, S. Jiang, Y. Chen, Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space, Proc. Association for the Advancement of Artificial Intelligence (AAAI-18), 2018.(PDF) (CODE)
• H. Wang, Z. Cui, Y. Chen, A. Abdallah, A. Kronzer, M. Avidan, Predicting Hospital Readmission via Cost-sensitive Deep Learning., IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2018
• Z. Cui, W. Chen, Y. Chen, Multi-Scale Convolutional Neural Network for Time Series Classification, arXive preprint, arXive:1603.06995, 2016.(PDF) (CODE)
• Z. Cui, W. Chen, Y. He, Y. Chen, Optimal Action Extraction for Random Forests and Boosted Trees, Proc. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-15), 2015. (PDF) (CODE)
• Y. Wang, W. Chen, K. Heard, M. Kollef, T. Bailey, Z. Cui, Y. He, C. Lu, and Y. Chen, Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method, Proc. American Medical Informatics Annual Symposium (AMIA-15), 2015.