Projects per year
Personal profile
Biography
Dr. Yuankai Qi joined the School of Computing at Macquarie University, Sydney, Australia, in December 2023 as a Lecturer (Assistant Professor) in Artificial Intelligence (AI). He is also an Adjunct Lecturer with the Australian Institute for Machine Learning (AIML) of The University of Adelaide. He received his PhD from Harbin Institute of Technology, China, during which he focused on the topic of visual object tracking. He was the winner of the international challenge on video segmentation and tracking DAVIS 2017, the Runner-up of the drone’s view object tracking challenge VisDrone 2018. In 2020, he received the CAAI Outstanding Doctoral Dissertations Award (10 winners each year across China).
Before joining Macquarie University, he was a Research Fellow at the Australian Institute for Machine Learning, University of Adelaide, working on vision-and-language navigation for robots. He has published over 60 papers on top-tier venues in computer vision and artificial intelligence, such as CVPR, NeurIPS, ICCV, ECCV, AAAI, IJCAI, IEEE TPAMI and TIP. He received ACM Multimedia Best Paper Award in 2024, the Australian Pattern Recognition Society (APRS) ECR Award Honourable Mention in 2023. He serves as SPC for IJCAI 2021 and Area Chair for ICLR 2025 and BMVC 2023/2024. He is also a regular reviewer for several prestigious conferences and journals, including CVPR, ICCV, AAAI, IJCAI, ICML, ACL, TPAMI, TIP, and PR.
Research topics: Vision-and-Language for Robot Action, Video Captioning, Medical Image Processing, Crowd Counting, Video Anomaly Detection, Movie Dubbing, and Visual Object Tracking.
He has been recognised among the Stanford/Elsevier Top 2% Scientists globally in 2024.
He is looking for self-motivated HDR students.
Teaching
COMP 3420 AI for Text and Vision
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Collaborations and top research areas from the last five years
Projects
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Next-Gen Banking: Towards Customized and Personalized Banking Solutions through Generative AI Technologies
Beheshti, A., Wu, J., Zhang, X., Qi, Y., Xue, E. & Alinejad Rokny, H.
1/07/24 → 30/06/28
Project: Research
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Augmented commonsense knowledge for remote object grounding
Mohammadi, B., Hong, Y., Qi, Y., Wu, Q., Pan, S. & Shi, J. Q., 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 5, p. 4269-4277 9 p.Research output: Contribution to journal › Conference paper › peer-review
3 Citations (Scopus) -
A unified object counting network with object occupation prior
Jiang, S., Wang, Q., Cheng, F., Qi, Y. & Liu, Q., Feb 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 2, p. 1147-1158 12 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Consistency-aware anchor pyramid network for crowd localization
Liu, X., Li, G., Qi, Y., Han, Z., Hengel, A. V. D., Sebe, N., Yang, M-H. & Huang, Q., 29 Apr 2024, (E-pub ahead of print) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.Research output: Contribution to journal › Article › peer-review
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Dual prototype contrastive network for generalized zero-shot learning
Jiang, H., Li, Z., Hu, Y., Yin, B., Yang, J., Hengel, A. V. D., Yang, M-H. & Qi, Y., 7 Oct 2024, (E-pub ahead of print) In: IEEE Transactions on Circuits and Systems for Video Technology.Research output: Contribution to journal › Article › peer-review
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From speaker to dubber: movie dubbing with prosody and duration consistency learning
Zhang, Z., Li, L., Cong, G., Yin, H., Gao, Y., Yan, C., Hengel, A. V. D. & Qi, Y., 2024, MM '24: proceedings of the 32nd ACM International Conference on Multimedia. New York: Association for Computing Machinery, p. 7523-7532 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
Prizes
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Australian Pattern Recognition Society ECR Award Honourable Mention
Qi, Yuankai (Recipient), 2023
Prize
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Runner-up in the Vision Meets Drones: Single Object Tracking Challenge
Qi, Yuankai (Recipient), 2018
Prize
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