Overview
Availability
- Dr Heming Du is:
- Available for supervision
Qualifications
- Doctor of Philosophy of Artificial Intelligence, Australian National University
Works
Search Professor Heming Du’s works on UQ eSpace
2025
Conference Publication
M3GYM: a large-scale multimodal multi-view multi-person pose dataset for fitness activity understanding in real-world settings
Xu, Qingzheng, Cao, Ru, Shen, Xin, Du, Heming, Wang, Sen and Yu, Xin (2025). M3GYM: a large-scale multimodal multi-view multi-person pose dataset for fitness activity understanding in real-world settings. 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, United States, 10 - 17 June 2025. Washington, DC, United States: I E E E Computer Society. doi: 10.1109/cvpr52734.2025.01147
2025
Conference Publication
Cross-view isolated sign language recognition challenge: design, results and future research
Shen, Xin, Du, Heming, Xu, Miao, Liu, Miaomiao and Yu, Xin (2025). Cross-view isolated sign language recognition challenge: design, results and future research. WWW '25: The ACM Web Conference 2025, Sydney, NSW Australia, 28 April-2 May 2025. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3701716.3717522
2025
Conference Publication
Who is Being Impersonated? Deepfake audio detection and impersonated identification via extraction of ID-specific features
Guo, Tianchen, Du, Heming, Huo, Huan, Liu, Bo and Yu, Xin (2025). Who is Being Impersonated? Deepfake audio detection and impersonated identification via extraction of ID-specific features. 24th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2024), Macau, China, 29-31 October 2024. Singapore: Springer. doi: 10.1007/978-981-96-1548-3_21
2024
Journal Article
M3 A: A multimodal misinformation dataset for media authenticity analysis
Xu, Qingzheng, Chen, Huiqiang, Du, Heming, Zhang, Hu, Łukasik, Szymon, Zhu, Tianqing and Yu, Xin (2024). M3 A: A multimodal misinformation dataset for media authenticity analysis. Computer Vision and Image Understanding, 249 104205. doi: 10.1016/j.cviu.2024.104205
2024
Conference Publication
Language-guided multi-modal emotional mimicry intensity estimation
Qiu, Feng, Zhang, Wei, Liu, Chen, Li, Lincheng, Du, Heming, Guo, Tianchen and Yu, Xin (2024). Language-guided multi-modal emotional mimicry intensity estimation. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, United States, 17-18 June 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/cvprw63382.2024.00477
2024
Conference Publication
Learning transferable compound expressions from Masked AutoEncoder pretraining
Qiu, Feng, Du, Heming, Zhang, Wei, Liu, Chen, Li, Lincheng, Guo, Tianchen and Yu, Xin (2024). Learning transferable compound expressions from Masked AutoEncoder pretraining. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, United States, 17-18 June 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/cvprw63382.2024.00476
2024
Conference Publication
An effective ensemble learning framework for affective behaviour analysis
Zhang, Wei, Qiu, Feng, Liu, Chen, Li, Lincheng, Du, Heming, Guo, Tianchen and Yu, Xin (2024). An effective ensemble learning framework for affective behaviour analysis. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, United States, 17-18 June 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/cvprw63382.2024.00479
2024
Journal Article
AI empowered Auslan learning for parents of deaf children and children of deaf adults
Sheng, Hongwei, Shen, Xin, Du, Heming, Zhang, Hu, Huang, Zi and Yu, Xin (2024). AI empowered Auslan learning for parents of deaf children and children of deaf adults. AI and Ethics, 4 (4), 1-11. doi: 10.1007/s43681-024-00457-y
2024
Conference Publication
MMOOC: a multimodal misinformation dataset for out-of-context news analysis
Xu, Qingzheng, Du, Heming, Chen, Huiqiang, Liu, Bo and Yu, Xin (2024). MMOOC: a multimodal misinformation dataset for out-of-context news analysis. 29th Australasian Conference, ACISP 2024, Sydney, NSW, Australia, 15–17 July 2024. Heidelberg, Germany: Springer. doi: 10.1007/978-981-97-5101-3_24
2024
Conference Publication
MM-WLAuslan: multi-view multi-modal word-level Australian Sign Language recognition dataset
Shen, Xin, Du, Heming, Sheng, Hongwei, Wang, Shuyun, Chen, Hui, Chen, Huiqiang, Wu, Zhuojie, Du, Xiaobiao, Ying, Jiaying, Lu, Ruihan, Xu, Qingzheng and Yu, Xin (2024). MM-WLAuslan: multi-view multi-modal word-level Australian Sign Language recognition dataset. NeurIPS 2024, Vancouver, BC, Canada, 10 - 15 December 2024. Maryland Heights, MO, United States: Morgan Kaufmann Publishers.
2024
Conference Publication
Learning Seasonal-Trend Representations and Conditional Heteroskedasticity for Time Series Analysis
Li, Wen, Yu, Wenjun, Du, Heming, Du, Shouguo, You, Jinhong and Tang, Yiming (2024). Learning Seasonal-Trend Representations and Conditional Heteroskedasticity for Time Series Analysis. 33rd International Conference on Artificial Neural Networks and Machine Learning (ICANN), Lugano, Switzerland, 17-20 September 2024. Cham, Switzerland: Springer. doi: 10.1007/978-3-031-72347-6_18
2023
Conference Publication
A new perspective of weakly supervised 3D instance segmentation via bounding boxes
Yu, Qingtao, Du, Heming and Yu, Xin (2023). A new perspective of weakly supervised 3D instance segmentation via bounding boxes. 36th Australasian Joint Conference on Artificial Intelligence, AJCAI 2023, Brisbane, QLD Australia, 28 November –1 December 2023. Singapore: Springer. doi: 10.1007/978-981-99-8388-9_9
2023
Conference Publication
Toward a unified framework for RGB and RGB-D visual navigation
Du, Heming, Huang, Zi, Chapman, Scott and Yu, Xin (2023). Toward a unified framework for RGB and RGB-D visual navigation. 36th Australasian Joint Conference on Artificial Intelligence, AJCAI 2023, Brisbane, QLD Australia, 28 November –1 December 2023. Singapore: Springer. doi: 10.1007/978-981-99-8391-9_29
2023
Conference Publication
Object-goal visual navigation via effective exploration of relations among historical navigation states
Du, Heming, Li, Lincheng, Huang, Zi and Yu, Xin (2023). Object-goal visual navigation via effective exploration of relations among historical navigation states. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, BC, Canada, 17-24 June 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/cvpr52729.2023.00252
2023
Conference Publication
Auslan-Daily: Australian sign language translation for daily communication and news
Shen, Xin, Yuan, Shaozu, Sheng, Hongwei, Du, Heming and Yu, Xin (2023). Auslan-Daily: Australian sign language translation for daily communication and news. 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, LA, United States, 10-16 December 2023. San Diego, CA, United States: Neural Information Processing Systems Foundation.
Funding
Current funding
Supervision
Availability
- Dr Heming Du is:
- Available for supervision
Looking for a supervisor? Read our advice on how to choose a supervisor.
Supervision history
Current supervision
-
Doctor Philosophy
Effective Visual Data Compression
Associate Advisor
Other advisors: Associate Professor Sen Wang, Associate Professor Xin Yu
-
Doctor Philosophy
Two way Auslan Translation
Associate Advisor
Other advisors: Associate Professor Mahsa Baktashmotlagh, Associate Professor Xin Yu
-
Doctor Philosophy
Automatic Retinal Health Monitoring through Multi-modal Medical Imaging
Associate Advisor
Other advisors: Associate Professor Mahsa Baktashmotlagh, Associate Professor Xin Yu
-
Doctor Philosophy
Human Understanding in Sports
Associate Advisor
Other advisors: Associate Professor Sen Wang, Associate Professor Xin Yu
-
Doctor Philosophy
Two way Auslan Translation
Associate Advisor
Other advisors: Professor Helen Huang, Associate Professor Xin Yu
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Doctor Philosophy
Compressed Video Restoration
Associate Advisor
Other advisors: Dr Miao Xu, Associate Professor Xin Yu
-
Doctor Philosophy
Understanding Human Intention and Performance
Associate Advisor
Other advisors: Dr Miao Xu, Associate Professor Xin Yu
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Doctor Philosophy
Multimodal foundation model design and analysis
Associate Advisor
Other advisors: Dr Miao Xu, Associate Professor Xin Yu
Media
Enquiries
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