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Rui Zhu

PhD Candidate

University of Alberta

Biography

I am a PhD candidate in the Department of ECE at University of Alberta, advised by Dr. Di Niu. I am funded by AIGSS and Dept. of ECE, University of Alberta. My primary research interest is distributed machine learning, especially distributed optimization for large-scale machine learning applications.

I obtained my master’s degree from Xidian University, advised by Prof. Ning Cai, and bachelor’s degree also from Xidian University.

Interests

  • Deep Learning
  • Distributed Machine Learning
  • Reinforcement Learning

Education

  • PhD in Computer Engineering, 2018

    University of Alberta

  • MSc in Cryptography, 2014

    Xidian University

  • BSc in Electronic Information Engineering, 2011

    Xidian University

Publications

Rui Zhu, Di Niu. A Model Parallel Proximal Stochastic Gradient Algorithm for Partially Asynchronous Systems. 2018.

Preprint

Rui Zhu, Di Niu, Zongpeng Li. A Block-wise, Asynchronous and Distributed ADMM Algorithm for General Form Consensus Optimization. 2018.

Preprint

Rui Zhu, Di Niu, Zongpeng Li. Asynchronous Stochastic Proximal Methods for Nonconvex Nonsmooth Optimization. 2018.

Preprint

Rui Zhu, Di Niu, Baochun Li, Zongpeng Li. Optimal Multicast in Virtualized Datacenter Networks with Software Switches. INFOCOM, 2017.

PDF

Rui Zhu, Di Niu, Zongpeng Li. Robust Web Service Recommendation via Quantile Matrix Factorization. INFOCOM, 2017.

PDF

Rui Zhu, Bang Liu, Di Niu, Zongpeng Li, H. Vicky Zhao. Network Latency Estimation for Personal Devices: a Matrix Completion Approach. TON, 2017.

PDF

Rui Zhu, Di Niu, Linglong Kong, Zongpeng Li. Expectile Matrix Factorization for Skewed Data Analysis. AAAI, 2017.

PDF

Rui Zhu, Di Niu, Zongpeng Li. Online Code Rate Adaptation in Cloud Storage Systems with Multiple Erasure Codes. BSC 2016, 2016.

Rui Zhu, Di Niu, Baochun Li. Min-Cost Live Webcast under Joint Pricing of Data, Congestion and Virtualized Servers. NetGCoop, 2014.

PDF

Rui Zhu, Wangmei Guo. On the Secure Conditions for Distributed Storage Systems. NetCod, 2013.

PDF

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