Personal profile
Biography
Jianfei Cai is currently a Professor at the Faculty of IT, Monash University, where he previously served as the inaugural Head of the Data Science & AI Department. Before that, he was a full professor, a cluster deputy director of the Data Science & AI Research Center (DSAIR), Head of the Visual and Interactive Computing Division, and Head of the Computer Communications Division at Nanyang Technological University (NTU). His major research interests include computer vision, multimedia, and visual computing. He has published more than 300 technical papers in international conferences and journals. He is a co-recipient of paper awards in ACCV, ICCM, IEEE ICIP, and MMSP, and the winner of Monash FIT’s Dean's Researcher of the Year Award. He is currently on the editorial board of TPAMI and IJCV. He has served as an Associate Editor for IEEE T-IP, T-MM, and T-CSVT as well as serving as Area Chair for CVPR, ICCV, ECCV, ACM Multimedia, IJCAI, ICME, ICIP, and ISCAS. He was the Chair of IEEE CAS VSPC-TC during 2016-2018. He also served as the leading TPC Chair for IEEE ICME 2012 and the best paper award committee chair/co-chair for IEEE T-MM 2020/2019. He is the leading General Chair for ACM Multimedia 2024 and a Fellow of IEEE.
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(Personal webpage: https://jianfei-cai.github.io/)
(Google Scholar: https://scholar.google.com/citations?hl=en&user=N6czCoUAAAAJ)
(Office address: Room 201-B, 20 Exhibition Walk, Clayton VIC 3800)
(For DSAI Department matters, please send email to [email protected])
Education/Academic qualification
Electrical Engineering, Doctor of Philosophy, University of Missouri Columbia
Award Date: 19 May 2002
Electrical Engineering, Master of Engineering, Southeast University (Jiangsu, China)
Award Date: 24 Apr 1997
Electrical Engineering, Bachelor of Engineering, Nanjing University of Aeronautics and Astronautics
Award Date: 24 Jun 1994
Research area keywords
- visual computing
- computer vision
- vision and language
- 3D imaging and analysis
- deep learning
- Multimedia
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger
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SDG 3 Good Health and Well-being
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SDG 7 Affordable and Clean Energy
Collaborations and top research areas from the last five years
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Towards Personalized, Interactive, and Responsible Avatar Agents
Cai, J. (Primary Chief Investigator (PCI)), Ke, Q. (Chief Investigator (CI)), Dhall, A. (Chief Investigator (CI)) & Tsin Wong, T. (Chief Investigator (CI))
ARC - Australian Research Council
16/03/26 → 15/03/29
Project: Research
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MICCAI: MICCAI Society Awards for the Advancement of Health Equity
Chen, Z. (Primary Chief Investigator (PCI)), Islam, K. T. (Chief Investigator (CI)), Law, M. (Chief Investigator (CI)), Caeyensberghs, K. (Chief Investigator (CI)) & Cai, J. (Chief Investigator (CI))
17/12/25 → 16/12/26
Project: Research
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Can Machines Unlearn? : Can Machines Unlearn? Toward Next-Generation Safe Artificial Intelligence
Phung, D. (Primary Chief Investigator (PCI)), Tafazzoli Harandi, M. (Chief Investigator (CI)), Le, T. (Chief Investigator (CI)), Zhang, J. (Chief Investigator (CI)) & Cai, J. (Chief Investigator (CI))
ARC - Australian Research Council
30/05/25 → 29/05/29
Project: Research
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Adobe’s gift
Zhuang, B. (Primary Chief Investigator (PCI)) & Cai, J. (Chief Investigator (CI))
1/02/25 → 31/01/27
Project: Research
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Google Gift: MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images
Chen, Y. (Primary Chief Investigator (PCI)) & Cai, J. (Supervisor)
17/09/24 → …
Project: Research
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FPN-in-FPN: A Nested Multi-scale Aggregation Network for Polyp Segmentation
Ye, J., Su, Y., Wu, Y., He, J., Zhuang, B., Chen, Z. & Cai, J., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference Daejeon, South Korea, September 23–27, 2025 Proceedings, Part XI. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Park, J., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Cham Switzerland: Springer, p. 199-208 10 p. (Lecture Notes in Computer Science; vol. 15970).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Hierarchical Prompt-Enhanced Image Generation Using Hyperbolic Space
Chen, S., Pan, Z., Cai, J., Fang, P., Harandi, M. & Phung, D., 2026, Neural Information Processing - 31st International Conference, ICONIP 2024 Auckland, New Zealand, December 2–6, 2024 Proceedings, Part XI. Mahmud, M., Doborjeh, M., Wong, K., Leung, A. C. S., Doborjeh, Z. & Tanveer, M. (eds.). Singapore Singapore: Springer, p. 121-136 16 p. (Communications in Computer and Information Science; vol. 2292).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Link opens in a new tab Citation (Scopus) -
New Multiple Sclerosis Lesion Segmentation via Calibrated Inter-patch Blending
Ye, J., Dao, S. D., Wu, Y., George, Y., Nguyen-Duc, T., Schmidt, D. F., Shi, H., Chong, W. & Cai, J., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference Daejeon, South Korea, September 23–27, 2025 Proceedings, Part XVI. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Park, J., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Cham Switzerland: Springer, p. 365-375 11 p. (Lecture Notes in Computer Science; vol. 15975).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Link opens in a new tab Citation (Scopus) -
PanFlow: Decoupled Motion Control for Panoramic Video Generation
Zhang, C., Liang, H., Chen, D. Y., Wu, Q., Plataniotis, K. N., Gambardella, C. C. & Cai, J., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). Washington DC USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 12385-12393 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 15).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access -
Differentiable Convex Polyhedra Optimization from Multi-view Images
Ren, D., Mei, H., Shi, H., Zheng, J., Cai, J. & Yang, L., 2025, Computer Vision – ECCV 2024 - 18th European Conference Milan, Italy, September 29–October 4, 2024 Proceedings, Part IX. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham Switzerland: Springer, p. 251-269 19 p. (Lecture Notes in Computer Science; vol. 15067).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Prizes
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First Place Award
Sharma, G. (Recipient), Stefanov, K. (Recipient), Dhall, A. (Recipient) & Cai, J. (Recipient), 2022
Prize: Prize (including medals and awards)