Jiahao Zhang

Jiahao Zhang

Ph.D. Student

The Australian National University

Bio

He is currently a second-year Ph.D. student in the Research School of Computer Science, The Australian National University. On the one hand, he is a passionate starter in academic research and interested in many deep learning topics, particularly video understanding, human action recognition. On the other hand, he is an active full-stack web developer. He is currently doing a research project supervised by Professor Stephen Gould, Dr. Yizhak Ben-Shabat, Dr. Anoop Cherian, and Dr. Cristian Rodriguez. Before that, in 2021, he received his bachelor’s degree in Advanced Computing (honours) and Computer Science and Technology from The Australian National University and Shandong University, Weihai respectively.

Interests
  • Deep Learning
  • Computer Vision
  • Web Development
Education
  • Ph.D. of Computer Science, 2022 - Present

    The Australian National University

  • Bachelor of Advanced Computing (Honours), 2019 - 2021

    The Australian National University

  • Bachelor of Computer Science and Technology, 2017 - 2019

    Shandong University, Weihai

Publications

Since 2022

Quickly discover relevant content by filtering publications.
(2023). Aligning Step-by-Step Instructional Diagrams to Video Demonstrations. In CVPR 2023.

PDF Cite Code Dataset Project Poster Slides Video ArXiv Supplementary

(2022). GoferBot: A Visual Guided Human-Robot Collaborative Assembly System. In IROS 2022.

PDF Cite Video DOI ArXiv

Projects

Since 2017

*
Assembly Video Manual Alignment
Official PyTorch implementation of CVPR 2023 Aligning Step-by-Step Instructional Diagrams to Video Demonstrations.
Assembly Video Manual Alignment
Homepage for Ikea Assembly In the Wild (IAW) dataset
A frontend only project to introduce the IAW dataset.
Homepage for Ikea Assembly In the Wild (IAW) dataset
Pytorch Lightning Template
A template for simple deep learning projects using Lightning.
Pytorch Lightning Template
SlimeVerse
Official website of SlimeVerse.
SlimeVerse
Vidat
An in-browser video annotation tool developed by ANU CVML.
Vidat
Image Caption Generator
An encoder(Resnet152)-decoder(LSTM) implementation of image caption model.
Image Caption Generator
Plugin Manager
A plugin Manager based on Cpp Micro Service.
Plugin Manager
Weihai Construction Consulting System
An enterprise-level business projects(CMS for construction companies).
Weihai Construction Consulting System
School Booking System
A booking system designed for school.
School Booking System
Virtual Judge
Virtual Judge for ACM practice.
Virtual Judge

Experience

Since 2017

 
 
 
 
 
The Australian National University
Teaching Assistant
Feb 2024 – Present Canberra, Australia
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
The Australian National University
Research Assistant
May 2022 – Feb 2023 Canberra, Australia
Web maintainer for InfluenceMap and CSMetrics.
 
 
 
 
 
Inspur
Intern Software Development Engineer
Nov 2019 – Jan 2020 Jinan, China
I was an intern at the Inspur, which is a Server and Cloud company in China. I helped to build a plugin management system based on Cpp Micro Service.
 
 
 
 
 
Shandong University, Weihai, School of Mechanical, Electrical & Information Engineering
Developer of School Booking System
May 2019 – Jul 2019 Weihai, China
I was an independent developer of the Booking System designed to simplify the appointment process. The system is in-use till now.
 
 
 
 
 
Shandong University, Weihai, School of Mechanical, Electrical & Information Engineering
Major Developer of Weihai Construction Consulting System
Mar 2019 – Jul 2019 Weihai, China
I was a major developer(one of six) of the Weihai Construction Consulting System, which is an enterprise-level business projects.
 
 
 
 
 
Shandong University, Weihai, School of Mechanical, Electrical & Information Engineering
Major Maintainer for VJ
Feb 2018 – Jul 2019 Weihai, China
I was the major maintainer(one of three) of the VJ(Virtual Judge for ACM practice) system developed by a senior student. The system has more than 10K submissions since first published in 2017.

Skills

Python

PyTorch, Scikit-Learn, Django, Flask

C/C++

POCO, Cpp Micro Service

JavaScript

Vue.js, jQuery

HTML5

Quasar, Bootstrap, Ant Design, Element

Database

PostgreSQL, MySQL, MongoDB

Server

Docker, Ubuntu

Accomplish­ments

Since 2017

SDU
First Scholarship of Studying Abroad
SDU
First Scholarship of Abroad Special
SDU
Third Scholarship of University
SDU
Second Scholarship of Research and Innovation
SDU
Third Scholarship of University
LanQiao
LanQiao Programming Competition Province-Level Second Prize