Qiuchen Zhang

I'm a PhD student in Computer Science at Emory University. I received my master's degree at Ohio State University in 2015. Before that, I obtained my bachelor's degree at Xi'an Jiaotong University.

I am so lucky to be advised by Dr. Li Xiong. My current research interest includes data privacy and deep learning.

Email: qiuchen dot zhang AT emory dot edu

Experience:

  • Meta, Research Scientist, Sep. 2021 - Present

  • Facebook, Software Engineer Intern, Jun. 2020 - Aug. 2020

  • Emory University-Computer Science Department, Research Assistant, 2017 - May. 2021

  • UTHealth-School of Biomedical Informatics, Research Assistant, Jun. 2019 – Aug. 2019

Publications:

  • “Private Stochastic Nonconvex Optimization with Better Utility Rates”, Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, IJCAI, 2021.

  • “Communication Efficient Federated Generalized Tensor Factorization for Collaborative Health Data Analytics”, Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho, WWW, 2021.

  • “Broadening Differential Privacy for Deep Learning Against Model Inversion Attacks”, Qiuchen Zhang, Jing Ma, Yonghui Xiao, Jian Lou, and Li Xiong, IEEE BigData, 2020.

  • “Towards Training Robust Private Aggregation of Teacher Ensembles Under Noisy Labels”, Qiuchen Zhang, Jing Ma, Jian Lou, Xiaoqian Jiang, and Li Xiong, IEEE BigData, 2020.

  • “Eclipse: Generalizing kNN and Skyline”, Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, and Jun Luo, ICDE, 2021.

  • “Generating sequential electronic health records using dual adversarial autoencoder”, Dongha Lee, Hwanjo Yu, Xiaoqian Jiang, Deevakar Rogith, Meghana Gudala, Mubeen Tejani, Qiuchen Zhang, and Li Xiong, JAMIA, 2020.

  • “Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis”, Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, and Xiaoqian Jiang, CIKM, 2019.

  • “Spatio-temporal tensor sketching via adaptive sampling”, Jing Ma, Qiuchen Zhang, Joyce C. Ho, and Li Xiong, ECML, 2020.

  • “Predict or draw blood: an integrated method to reduce lab tests”, Lishan Yu, Qiuchen Zhang, Elmer V Bernstam, and Xiaoqian Jiang, Journal of Biomedical Informatics, 2019.