Zhijie Wang (王智杰)

PhD Student

University of Alberta & Alberta Machine Learning Institute

5-362 Donadeo Innovation Centre for Engineering (DICE)

9211 116 St NW, Edmonton, AB T6G 1H9

Email: {FirstName}.{LastName}@ualberta.ca


Short Bio

I am now a Ph.D. student in the Momentum Lab, Dept. of ECE, University of Alberta, supervised by Prof. Lei Ma. I received my M.Eng of Electrical and Computer Engineering with specialization in ML&AI from University of Waterloo in Dec 2020, B.Eng of Telecommunication Engineering from Beijing University of Posts and Telecommunications (BUPT) in Jun 2019. During undergraduate I got a chance to work with Prof. Ben M. Chen, and spent a happy 3 months at National University of Singapore.


BUPT
UWaterloo
UAlberta


* Up-to-date CV available upon request.

My first name is 智杰 (Zhi Jie), pronounced /ʈʂɚ/ /tɕjɛ/, similar to (Chih-Chieh). Just call me Paul if you feel difficult on this pronunciation.

Research Interests

My current research interests is mainly on software engineering, in specific, I’m interested in the intersection of AI and SE.

  • Intelligent Software System.

    • Debugging, testing, and repairing in ML Softwares.

    • Human-computer interaction in ML Softwares

Publications

2022

When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward

Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma

ICSE ‘22: Accepted by 44th International Conference on Software Engineering (ICSE 2022) - SEIP (Software Engineering in Practice)

PDF Code Project

Pre-print

ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks

Hua Qi*, Zhijie Wang*, Qing Guo, Jianlang Chen, Felix Juefei-Xu, Lei Ma, Jianjun Zhao (*Equal Contribution)

PDF

CarveNet: Carving Point-Block for Complex 3D Shape Completion

Qing Guo*, Zhijie Wang*, Felix Juefei-Xu, Di Lin, Lei Ma, Wei Feng, Yang Liu (*Equal Contribution)

PDF

Industry

  • Research Intern @ Megvii Research Beijing, 2018-2019

Teaching

  • ECE 720 Advanced Topics in Software Engineering and Intelligent Systems, Universirt of Alberta (Winter 2021).
  • ECE 380 Introduction to Communication Systems, Universirt of Alberta (Winter 2021).
    • Lecture TA
  • ECE 325 Object-Oriented Software Design, Universirt of Alberta (Fall 2021).
    • Lecture TA and Lab TA
  • ECE 203 Probability Theory and Statistics 1, University of Waterloo (Spring 2020).
    • Lecture TA and Tutorial Instructor

Misc

In my free time, I enjoy sports (Visca el Barça¡ 🔴🔵 / Let’s go Oilers! 🟠🔵), cooking, … I was a soccer player (best record: 2nd place in the high school soccer league of Fuzhou City) for a long period before I got serious back injury. I’m also a fan of many KPOP girls’ groups and solos (sounds strange but their music really make my day :p).

Vistors