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Sidong Feng

I'm Sidong Feng

Software Engineering
Human–computer Interaction

Sidong Feng

PhD, Monash University

I am a PhD student in the Faculty of Information Technology at Monash University (Monash), working with Dr. Chunyang Chen. My research interests lie at the intersection of Software Engineering, Human-Computer Interaction, and Deep Learning. I received my Bachelor’s degree in Software Engineering from the Australian National University (ANU) in Australia, advised by Prof. Zhenchang Xing. My current research focus is software testing and Human-AI interaction including the following three directions.

Download CV (Updated: May, 2023)

News

  • [Aug 2023] Our paper "Towards Efficient Record and Replay: A Case Study in WeChat" is accepted to ESEC/FSE 2023 Industry!
  • [Aug 2023] Two paper are accepted to UIST 2023!
  • [Jun 2023] Our paper "Prompting Is All You Need: Automated Android Bug Replay with Large Language Models" is accepted to ICSE 2024 (acceptance: 6.6%)!
  • [Feb 2023] Our paper "Efficiency Matters: Speeding Up Automated Testing with GUI Rendering Inference" wins ACM SIGSOFT Distinguished Paper Award in ICSE 2023!

Awards

see CV for the full list :)
  • [2023] ACM SIGSOFT Distinguished Paper Award in ICSE 2023.
  • [2021] Highlight of IUI 2021.
  • [2021] Monash HDR Full Scholarship
  • [2021] Selected PhD for ISAAC (Fully Funded)
  • [2020] Selected Alibaba Global Talent Development Program
  • [2020] 1st solution in Huawei AI project of Smart City (with $120,000 project investment)

Service

  • [2023] Program Committee in ASE 2023 (Workshop on Human Centric Software Engineering and Cyber Security)
  • [2023] Program Committee in ICONIP 2023
  • [2023] External Reviewer in UIST 2023
  • [2023] Journal Reviewer in TNNLS 2023
  • [2022] Volunteer in United Nations International Children’s Emergency Fund
  • [2022] External Reviewer in CHI 2023
  • [2022] External Reviewer in MobileHCI 2022
  • [2021] Student Volunteer in ASE 2021
  • [2020] Selected Panelist in "ML in Practice" and "Testing" in ESEC/FSE 2020

Publications

see Google Scholar for the full list :)
Towards Efficient Record and Replay: A Case Study in WeChat

Sidong Feng, Haochuan Lu, Ting Xiong, Yuetang Deng, Chunyang Chen

ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering [ESEC/FSE 2023 Industry]

TBU
Video2Action: Reducing Human Interactions in Action Annotation of App Tutorial Videos

Sidong Feng, Chunyang Chen, Zhenchang Xing

ACM Symposium on User Interface Software and Technology [UIST 2023]

pdf
Unveiling the tricks: Automated Detection of Dark Pattern in Mobile Applications

Jieshan Chen, Jiamou Sun, Sidong Feng, Zhenchang Xing, Qinghua Lu, Chunyang Chen

ACM Symposium on User Interface Software and Technology [UIST 2023]

TBU
Prompting Is All You Need: Automated Android Bug Replay with Large Language Models

Sidong Feng, Chunyang Chen

46th International Conference on Software Engineering [ICSE 2023] Acceptance: 6.6%

PDF
Efficiency Matters: Speeding Up Automated Testing with GUI Rendering Inference

Sidong Feng, Mulong Xie, Chunyang Chen

45th International Conference on Software Engineering [ICSE 2023]

ACM SIGSOFT Distinguished Paper Award

PDF
Code
Read It, Don't Watch It: Captioning Bug Recordings Automatically

Sidong Feng, Mulong Xie, Yinxing Xue, Chunyang Chen

45th International Conference on Software Engineering [ICSE 2023]

PDF
Code
Psychologically-Inspired, Unsupervised Inference of Perceptual Groups of GUI Widgets from GUI Images

Mulong Xie, Zhenchang Xing, Sidong Feng, Chunyang Chen, Liming Zhu, Xiwei Xu

ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering [ESEC/FSE 2022]

PDF
Code
GIFdroid: Automated Replay of Visual Bug Reports for Android Apps

Sidong Feng, Chunyang Chen

44th International Conference on Software Engineering [ICSE 2022]

PDF
Code
Video
Presentation
GIFdroid: An Automated Light-weight Tool for Replaying Visual Bug Reports

Sidong Feng, Chunyang Chen

44th International Conference on Software Engineering [ICSE-C 2022]

PDF
Code
Video
Presentation
Gallery D.C.: Auto-created GUI Component Gallery for Design Search and Knowledge Discovery

Sidong Feng, Chunyang Chen, Zhenchang Xing

44th International Conference on Software Engineering [ICSE-C 2022]

PDF
Tool
Video
Auto-Icon+: An Automated End-to-End Code Generation Tool for Icon Designs in UI Development

Sidong Feng, Minmin Jiang, TingTing Zhou, Yankun Zhen, Chunyang Chen

ACM Transactions on Interactive Intelligent Systems [TIIS 2022]

PDF
Tool
Auto-icon: An automated code generation tool for icon designs assisting in ui development

Sidong Feng, Suyu Ma, Jinzhong Yu, Chunyang Chen, TingTing Zhou, Yankun Zhen

The 26th International Conference on Intelligent User Interfaces [IUI 2021]

Highlight of IUI 2021

PDF
Tool
From lost to found: Discover missing ui design semantics through recovering missing tags

Chunyang Chen, Sidong Feng, Zhengyang Liu, Zhenchang Xing, Shengdong Zhao

ACM Conference on Computer Supported Cooperative Work and Social Computing [CSCW 2020]

PDF
Code
UIED: a hybrid tool for GUI element detection

Mulong Xie, Sidong Feng, Zhenchang Xing, Jieshan Chen, Chunyang Chen

ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering [ESEC/FSE-2020]

PDF
Tool
Code
Gallery D.C.: Design Search and Knowledge Discovery through Auto-created GUI Component Gallery

Chunyang Chen, Sidong Feng, Zhenchang Xing, Linda Liu, Shendong Zhao, Jinshui Wang

ACM Conference on Computer Supported Cooperative Work and Social Computing [CSCW 2019]

PDF
Tool
Slides
Blog
Dynamic facial stress recognition in temporal convolutional network

Sidong Feng

International Conference on Neural Information Processing [ICONIP 2019]

PDF
Poster

Portfolio

see CV for the full experience :)

Education

  • 2023 -
    PhD in Computer Science
    Monash University, Australia

    HDR Full Scholarship

  • 2016 - 2019
    Bachelor of Software Engineering (Honors)
    Australian National University, Australia

    Top 5% graduation

  • 2014 - 2016
    High School
    Blue Mountains Grammar School, Australia

    Half Tuition Scholarship, Top 1 graduation

Selected Experience

  • 2020 - 2021
    Alibaba Group
    Research Intern (Global Talent Development Program)

    Investigate machine-learning and deep-learning based techniques to generate readable and efficient code for GUI design artifacts.

    Achievement: Highlight in IUI 2021, and TIIS 2022

  • 2020 - 2020
    NUS Research Institute
    Research Intern

    Investigate text-shape-recognized segmentation model to remove the handwritten answers from the past exam papers.

    Achievement: Top solution in Huawei AI project of Smart City with $120,000 investment.

Misc

Paper Art

My Gallery

Certified Skydiver

SSI Water Diver

Go / Weiqi

Amateur Go rank 2 dan

Contact

sidong dot feng at monash dot edu
Faculty of Information Technology, Monash University, Australia

Sidong Feng

Where to find me

Faculty of Information Technology, Monash University, Australia

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Copyright © All right reserved | Sidong Feng | Last update in May, 2023