Shupeng Gui

Shupeng Gui

PhD Student

Department of Computer Science

University of Rochester

Research Advisor: Prof. Ji Liu

Email: sgui2 AT ur.rochester.edu

Office: CSB 725

Research Topics: Machine Learning, Data Mining and Bioinformatics.

Publications

  • Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu, "On The Projection Operator to A Three-view Cardinality Constrained Set", ICML, 2017. [arXiv]
  • Shupeng Gui, Andrew P. Rice, Rui Chen, Liang Wu, Ji Liu, and Hongyu Miao, "A Scalable Algorithm for Structure Identification of Complex Gene Regulatory Network from Temporal Expression Data", BMC Bioinformatics, 2017. [arXiv] [source code]

Research Experiences

  • [2016.09- 2018.05] Semi-supervised feature extraction based on graph embedding for social networks
  • [2016.02- 2017.02] Customized longitude plan for BMI control
  • [2015.09- 2016.09] Gene regulatory network (GRN) identification from temporal expression data

Teaching Assistant

  • [2018.01- 2018.05] CSC 161: Intro to Programming
  • [2017.01- 2016.05] CSC 161: Intro to Programming
  • [2016.09-2016.12] CSC 161: Intro to Programming

Courses

Spring 2017

  • CSC 412: HUMAN COMPUTER INTERACTION
  • CSC 449: MACHINE VISION

Fall 2016

  • ECE 440: INTRO TO RANDOM PROCESSES
  • CSC 456: OPERATING SYSTEMS

Spring 2016

  • CSC 446: MACHINE LEARNING
  • CSC 455: SOFTWARE ANALYSIS & IMPROVEMENT
  • CSC 484: ADVANCED ALGORITHMS

Fall 2015

  • CSC 400: PROBLEM SEMINAR
  • CSC 486: COMPUTATIONAL COMPLEXITY
  • CSC 576: BIG DATA ANALYTICS

Internship

  • Fall 2017, iDST, Alibaba Group in Seattle
  • Summer 2017, iDST, Alibaba Group in Seattle
  • Summer 2016, Northeast Data Hub Internship with Vnomics Corp. and Columbia University