I am a postdoctoral research fellow in A/Prof Arnold Lining Ju’s group at the School of Biomedical Engineering, Faculty of Engineering, The University of Sydney. I obtained my PhD degree from the School of Computer Science, USYD, supervised by Prof Dacheng Tao and Dr Jing Zhang, 2021-2024. I obtained my Master’s degree from Tsinghua University, supervised by A/Prof Bo Yuan and worked closely with Prof Xiu Li, 2017-2020.
My research interests lie in artificial intelligence, computer vision, autonomous driving, AI for biomedical engineering, and digital healthcare.
I am passionate about advancing multidisciplinary research powered by AI and am always open to collaboration, lecturing, and building meaningful connections. Please feel free to reach out!
🔥 News
- 2024.12: One paper accepted by Applied Intelligence.
- 2024.09: One paper accepted by NeurIPs 2024.
- 2024.07: One paper accepted by ECCV 2024.
- 2024.02: One paper accepted by CVPR 2024.
📝 Robust and Efficient AI for Robotics and Autonomous Driving, Computer Vision
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
Haimei Zhao, Jing Zhang, Zhuo Chen, Shanshan Zhao, Dacheng Tao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Simdistill: Simulated multi-modal distillation for bev 3d object detection
Haimei Zhao, Qiming Zhang, Shanshan Zhao, Zhe Chen, Jing Zhang, Dacheng Tao
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024
On Robust Cross-View Consistency in Self-Supervised Monocular Depth Estimation
Haimei Zhao, Jing Zhang, Zhuo Chen, Bo Yuan, Dacheng Tao
Machine Intelligence Research, 2024
Jperceiver: Joint perception network for depth, pose and layout estimation in driving scenes
Haimei Zhao, Jing Zhang, Sen Zhang, Dacheng Tao
European Conference on Computer Vision (ECCV), 2022
MapDistill: Boosting Efficient HD Map Construction via Camera-LiDAR Fusion Model Distillation
Xiaoshuai Hao, Ruikai Li, … , Haimei Zhao#, Jing Zhang#
European Conference on Computer Vision (ECCV), 2024
Is Your HD Map Constructor Reliable under Sensor Corruptions?
Xiaoshuai Hao, Mengchuan Wei, Yifan Yang, Haimei Zhao, … , Lingdong Kong, Jing Zhang
Conference on Neural Information Processing Systems (NeurIPS), 2024
-
STViT: Improving Self-Supervised Multi-Camera Depth Estimation with Spatial-Temporal Context and Adversarial Geometry Regularization, Zhuo Chen, Haimei Zhao, Bo Yuan, Xiu Li. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024
-
Deep corner, Shanshan Zhao, Mingming Gong,Haimei Zhao, Jing Zhang, Dacheng Tao. International Journal of Computer Vision (IJCV), 2023
-
SPH-Net: Hyperspectral Image Super-Resolution via Smoothed Particle Hydrodynamics Modeling, Mingjin Zhang, Jiamin Xu, Jing Zhang, Haimei Zhao, Wenteng Shang, Xinbo Gao. IEEE Transactions on Cybernetics (TCYB), 2023
-
Collaborative learning of depth estimation, visual odometry and camera relocalization from monocular videos, Haimei Zhao, Wei Bian, Bo Yuan, Dacheng Tao. International Conference on International Joint Conferences on Artificial Intelligence (IJCAI), 2020
📝 AI for Biomedical Science, Digital Health
Allan Sun, Arian Nasser, Chaohao Chen, Yunduo Charles Zhao, Haimei Zhao, … , Lining Arnold Ju
Med-X, 2024
📝 Generative AI
Dual Mapping of 2D StyleGAN for 3D-Aware Image Generation and Manipulation
Zhuo Chen, Haimei Zhao, Chaoyue Wang, Bo Yuan, Xiu Li
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024
D^2Animator: Dual Distillation of StyleGAN For High-Resolution Face Animation
Zhuo Chen, Chaoyue Wang, Haimei Zhao, Bo Yuan, Xiu Li
Proceedings of the 30th ACM International Conference on Multimedia (ACM MM), 2022
🌟 Competition and Patent
- The robodrive challenge: Drive anytime anywhere in any condition, The Third Place. IEEE Conference on Robotics and Automation (ICRA 2024).
- Method and system for determining and indication of blood coagulability, Allan Sun, Arnold Lining Ju, Arian Nasser, Haimei Zhao. Australia Filed Patent Appl. No: 2024902177, TRL: 5
🌟 Awards and Grants
-
2024 - 2025, The University of Sydney – PERIscope Commercialisation Award (AI Lead), $61,500.
-
2024, The University of Sydney Nano Institute – NanoPitch Health People’s Choice Award (AI Lead), $5,000.
-
2024, Faculty of Engineering Career Advancement Award, The University of Sydney, $20,000.
-
2021 - 2024, Faculty of Engineering Research Scholarship, The University of Sydney, $3,7000 Per Year
-
2018, National Scholarship, Tsinghua University, $6,000, Top 1 Postgraduate.
-
2016, Science and Technology Contribution Award, Changchun University of Science and Technology Scholarship Fund, $1,000, Top 1 Undergraduate.
♥️ Services and Engagement
- 2024, Diversity, Equity, and Inclusion (DEI) Committee, Ju Lab, School of Biomedical Engineering, USYD
- 2022-2023, Higher Degree Research (HDR) Student Committee, School of Computer Science, USYD
- Program Committee Member of CVPR, ECCV, ACM MM, ICPR
- Reviewer of IEEE Transactions on Multimedia (TMM), IEEE Signal Processing Letters
-
Contact: h.zhao at sydney.edu.au
Last Update: Oct 28, 2024