Zixin Wang

Zixin Wang

Postdoctoral Research Fellow Guest Lecturer

CIRES, School of EECS, The University of Queensland, Australia

I am a Postdoctoral Research Fellow (supervised by Prof. Shazia Sadiq) at CIRES, The University of Queensland, Australia. My research focuses on domain adaptation, test-time adaptation for vision tasks, and vision-language models. I also have experience in graph neural networks (GNNs), molecular property prediction, and diffusion models.

I was supervised by A/Prof. Sen Wang, Dr. Yadan Luo, and Prof. Zi Huang during PhD. I received my Master of IT from The University of Queensland in 2021.

Skills & Expertise

Publications

2024

In Search of Lost Online Test-Time Adaptation: A Survey

International Journal of Computer Vision (IJCV)

Authors: Zixin Wang, Yadan Luo, Liang Zheng, Zhuoxiao Chen, Sen Wang, Zi Huang

DPO: Dual-Perturbation Optimization for Test-Time Adaptation in 3D Object Detection

ACM Multimedia 2024

Authors: Zhuoxiao Chen*, Zixin Wang*, Yadan Luo, Sen Wang, Zi Huang

2023

Cal-SFDA: Source-Free Domain-Adaptive Semantic Segmentation with Differentiable Expected Calibration Error

ACM Multimedia 2023

Authors: Zixin Wang, Yadan Luo, Zhi Chen, Sen Wang, Zi Huang

2022

Discovering Domain Disentanglement for Generalized Multi-Source Domain Adaptation

ICME 2022

Authors: Zixin Wang, Yadan Luo, Peng-Fei Zhang, Sen Wang, Zi Huang

Work Experience

Postdoctoral Research Fellow

CIRES, The University of Queensland (2024 - Present)

  • Research on spatiotemporal data
  • Design toolkits for LLMs
  • Supervise research projects

Guest Lecturer

The University of Queensland (2025)

INFS4205 Advanced Techniques for High Dimensional Data

  • Topics: Path Finding (LSH & A*), Trajectory Analysis (LSTM & GCN)
  • Developed and prepared lectures & assignments

Lead Tutor

The University of Queensland (2021 - 2023)

INFS3208 Cloud Computing

  • Taught Docker, Spark MLlib, Spark SQL, Kubernetes on Google Cloud Platform
  • Covered data management, Hive, Redis, HDFS, MongoDB
  • Developed and delivered tutorial content
  • Managed course communication & grading
  • Achieved a SeCAT evaluation score of 4.75/5

Research Assistant

The University of Queensland (Mar 2021 - Dec 2021)

  • Conducted data annotation & preprocessing
  • Assisted in organizing ACM Multimedia Asia Conference

Awards & Honors

Best Student Paper

ACM International Conference on Multimedia, Canada (2023)

Outstanding Reviewer

ACM International Conference on Multimedia, Melbourne (2024)

Dean's Commendation for Academic Excellence

The University of Queensland (2020, 2021)

Professional Services & Outreach

Conference Service

Web Chair, ACM Multimedia Asia 2021

Reviewer for Conferences & Journals

  • Knowledge Discovery and Data Mining (KDD)
  • International Joint Conference on Artificial Intelligence (IJCAI)
  • Conference on Computer Vision and Pattern Recognition (CVPR)
  • ACM Multimedia (ACMMM)
  • International Conference on Learning Representations (ICLR)
  • Neural Information Processing Systems (NeurIPS)
  • SN Computer Science Journal
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • International Journal of Computer Vision (IJCV)
  • International Conference on Machine Learning (ICML)

University Service

Student Representative, EECS Working Party, UQ