Zhi Chen is a currently a PhD Candidate in School of ITEE, The University of Queensland, supervised by Prof. Helen Huang. He also received his Master degree from the University of Queensland.

His research interests mainly include zero-shot learning, image generation, medical data analysis, computer vision & deep learning.

Teaching Experience

• Semester 1&2, 2020 - Supervision for Master Thesis Project
• Semester 2, 2020 - INFS3208/7208 Cloud Computing
• Semester 1, 2020 - INFS3202/7202 Web information systems
• Semester 2, 2019 - INFS3208/7208 Cloud Computing
• Semester 1, 2019 - INFS3202/7202 Web information systems

Publication

• Weihao Wang^*, Zhi Chen^*, Sen Wang, Qi Pan, Lixin Guo, Application of novel subgroups of Chinese inpatients with diabetes based on machine learning paradigm, Submitted to Diabetes, Obesity and Metabolism. *These authors contributed equally to the manuscript
• Zhi Chen, Zi Huang, Jingjing Li, Zheng Zhang, Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning, 2021 Australasian Database Conference. (Best student paper – Highly Commended)
• Zhi Chen, Sen Wang, Jingjing Li, Zi Huang, Rethinking Generative Zero-Shot Learning: An EnsembleLearning Perspective for Recognising Visual Patches, ACM Multimedia 2020. (Core A*)
• Weihao Wang, Xiaobei Pei, Lina Zhang, Zhi Chen, Dong Lin, Xiaoye Duan, Jingwen Fan, Qi Pan, Lixin Guo, Application of new international classification of adult-onset diabetes in Chinese inpatients with diabetes mellitus, Diabetes/Metabolism Research and Reviews. (Impact facotr: 3.3)
• Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yang Yang, CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language, The IEEE Winter Conference on Applications of Computer Vision (WACV) 2020. (Core A)
• Zhi Chen, Yadan Luo, Cycle-Consistent Diverse Image Synthesis from Natural Language, IEEE International Conference on Multimedia & Expo Workshops 2019

Services

1. Serving as the invited conference reviewer for ACM Multimedia, Australasian Database Conference (ADC); the external reviewer for KDD, CIKM.
2. Serving as the invited journal reviewer for IEEE Journal of Biomedical and Health Informatics (JBHI), Diabetes, Obesity and Metabolism.

Project Experience

• GovHack Website 2019 Full STACK DEVELOPMENT (Jul. 2018 - Nov. 2018) GovHack is an open data hackathon, focused on unlocking the value in open data published by government. Due to the increasing scale ofcompetition and participants, the current website no longer satisfies the functionalities demand of users and complex usage scenarios.
  • Deployed on AWS EC2 instance, connecting to AWS RDS database service.
  • Adopted Codeigniter as PHP back-end framework and PostgreSQL as database management system.
  • Developed with Agile Framework Scrum, which effectively boosts productivity of development team.
  • Enriched more functionalities than the 2018 website, enabled competitor users to participate in challenges online.
• Pump System Automatic Calculation FULL STACK DEVELOPMENT (Jul. 2018 - Under Maintainance) Australia has a strict standard of drainage system rules, houses in different latitude and longitude with various sizes of roof have to match apump and pipe of a specific configuration. The current solution for picking pipe and pump is using a spread sheet, which is not user-friendly.I am developing a web interface for company Urban Environmental Solutions, enabling users to check a matched size of pump and pipe byentering their house informations.
  • Working as part-time IT consultant of Urban Environmental Solutions to meet with their client, and analyse their requirements individually.
  • Proposed a technical solution for this web interface.
  • Gained urban engineering knowledge by participating in this project.
• Interior Design Company Website Development FULL STACK DEVELOPMENT (Feb. 2018 - Jul. 2018) I led a three person team building a complete website for ESY interior design. The website enables clients to view previous decoration casesand communicate with staff online.
  • Achieved Project Excellence Awards in course Web Information System in UQ with this project
  • Implemented in-site search and online chat by Web Crawler and Web socket respectively.
  • Hosted on AWS, with LAMP stack.
• Germinator: Rise of the Machines JAVA GAME DEVELOPMENT (Jul. 2018 - Nov. 2018) This project aims to develop a multi-player game in Java which is very similar to Some features in PUGB and the Flat Earthers Society. It isworth mentioning that the game is developed by a 40 person team, and using KANBAN as agile developing framework to reduce the chance oflarge-scale failures.
  • UQ ITEE Innovation Showcase 2018 Nominee
  • Developed on Java game engine Libgdx, improved code quality by SonarQube, automated the non-human part of the software developmentprocess by Jenkins, and used version control tool SourceTree.
  • Was in charge of AI spawning and Database management aspects.
  • Available: https://gitlab.com/uqdeco2800/deco2800-2018-naziah
• Koala Sighting Website Proposal PROPOSED FOR DEPARTMENT OF ENVIRONMENT AND SCIENCE, QUEENSLAND GOVERNMENT.(Feb. 2018 - Jul. 2018) As koalas become endangered, it is urgent to take actions to protect them. The department of Environment and Science is in charge of leadingthe development of science strategy for government. In order to collect more data about koala behavior in Queensland and for further analysis,a website is to be built for public to report koala sighting.
  • Proposed feasible solutions for the website including high fidelity prototype, user experience, budget management, etc.
  • Provided technical consultation to the representative in Department of Environment and Science.

Internship

Research Institute of Robot Intelligent Technology, Jinan University (Guangzhou, China) RESEARCH ASSISTANTDec. 2017 - Jan. 2018

• Adopted deep learning in 3D cloud point detection problem.
• Surveyed state-of-the-art 3D deep learning methods.
• Performed data preprocessing of industrial material for object detection.

Honours & Awards

PhD

• Data Science Research Workshop, Session 4 Best Presentation, 11 November 2019.
• Australasian Computer Science Week (ACSW), Student Travel Award, 2020.

MASTER PERIOD

• 2018 S2 Dean’s Commendation for Academic Excellence, Faculty of EAIT
• 2018 S1 Dean’s Commendation for Academic Excellence, Faculty of EAIT
• 2018 Project Excellence Awards, Project Demonstration in UQ course INFS3202
• 2017 S1 Dean’s Commendation for Academic Excellence, Faculty of EAIT

BACHELOR PERIOD

• 2016 Excellent Graduate, Anhui University of Finance and Economics
• 2015 Pacemaker to Merit Student, Anhui University of Finance and Economics
• 2015 First Prize for Excellent Study, Students’ Affairs Office, Anhui University of Finance and Economics
• 2014 Excellent Student Leader, Anhui University of Finance and Economics