Overview
Availability
- Dr Zijian Wang is:
- Available for supervision
Qualifications
- Doctor of Philosophy of Computer Science, The University of Queensland
Works
Search Professor Zijian Wang’s works on UQ eSpace
2025
Conference Publication
WisWheat: a three-tiered vision-language dataset for wheat management
Yuan, Bowen, Song, Selena, Fernandez, Javier, Luo, Yadan, Baktashmotlagh, Mahsa and Wang, Zijian (2025). WisWheat: a three-tiered vision-language dataset for wheat management. 33rd ACM International Conference on Multimedia, Dublin, Ireland, 27-31 October 2025. New York, NY, United States: ACM. doi: 10.1145/3746027.3758256
2025
Book Chapter
Spectral Distribution Alignment for Enhanced Generalization in Regression
Guo, Kaiyu, Wang, Zijian, Lovell, Brian C. and Baktashmotlagh, Mahsa (2025). Spectral Distribution Alignment for Enhanced Generalization in Regression. Lecture Notes in Computer Science. (pp. 272-288) Cham: Springer Nature Switzerland. doi: 10.1007/978-3-032-06106-5_16
2025
Journal Article
Open-CRB: Toward Open World Active Learning for 3D Object Detection
Chen, Zhuoxiao, Luo, Yadan, Wang, Zixin, Wang, Zijian and Huang, Zi (2025). Open-CRB: Toward Open World Active Learning for 3D Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 47 (10), 8336-8350. doi: 10.1109/tpami.2025.3575756
2025
Journal Article
The Global Wheat Full Semantic Organ Segmentation (GWFSS) dataset
Wang, Zijian, Zenkl, Radek, Greche, Latifa, De Solan, Benoit, Samatan, Lucas Bernigaud, Ouahid, Safaa, Visioni, Andrea, Robles-Zazueta, Carlos A., Pinto, Francisco, Perez-Olivera, Ivan, Reynolds, Matthew P., Zhu, Chen, Liu, Shouyang, D’argaignon, Marie-Pia, Lopez-Lozano, Raul, Weiss, Marie, Marzougui, Afef, Roth, Lukas, Dandrifosse, Sébastien, Carlier, Alexis, Dumont, Benjamin, Mercatoris, Benoît, Fernandez, Javier, Chapman, Scott, Najafian, Keyhan, Stavness, Ian, Wang, Haozhou, Guo, Wei, Virlet, Nicolas ... Hund, Andreas (2025). The Global Wheat Full Semantic Organ Segmentation (GWFSS) dataset. Plant Phenomics, 7 (3) 100084, 1-16. doi: 10.1016/j.plaphe.2025.100084
2025
Conference Publication
Feature space perturbation: a panacea to enhanced transferability estimation
Khoba, Prafful Kumar, Wang, Zijian, Arora, Chetan and Baktashmotlagh, Mahsa (2025). Feature space perturbation: a panacea to enhanced transferability estimation. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ USA, 26 February-6 March 2025. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/wacv61041.2025.00134
2024
Conference Publication
MIDNet: neural-based efficient delivery of multispectral satellite image data
Zhang, Yiyun and Wang, Zijian (2024). MIDNet: neural-based efficient delivery of multispectral satellite image data. 35th Australasian Database Conference, ADC 2024, Gold Coast, QLD, Australia, and Tokyo, Japan, 16-18 December 2024. Singapore, Singapore: Springer Nature Singapore. doi: 10.1007/978-981-96-1242-0_32
2024
Conference Publication
Rethinking the role-play prompting in mathematical reasoning tasks
Han, Zhiguang and Wang, Zijian (2024). Rethinking the role-play prompting in mathematical reasoning tasks. ESGMFM '24: 1st Workshop on Efficiency, Security, and Generalization of Multimedia Foundation Models, Melbourne, VIC, Australia, 28 October-1 November 2024. New York, United States: Association for Computing Machinery. doi: 10.1145/3688864.3689149
2024
Conference Publication
Color-oriented redundancy reduction in dataset distillation
Yuan, Bowen, Wang, Zijian, Baktashmotlagh, Mahsa, Luo, Yadan and Huang, Zi (2024). Color-oriented redundancy reduction in dataset distillation. Thirty-eighth Annual Conference on Neural Information Processing Systems, Vancouver, BC, Canada, 10 - 15 December 2024. Maryland Heights, MO, United States: Morgan Kaufmann Publishers.
2024
Conference Publication
CIFAR-10-Warehouse: broad and more realistic testbeds in model generalization analysis
Sun, Xiaoxiao, Leng, Xingjian, Wang, Zijian, Yang, Yang, Huang, Zi and Zheng, Liang (2024). CIFAR-10-Warehouse: broad and more realistic testbeds in model generalization analysis. ICLR 2024, Vienna, Austria, 7-11 May 2024. Vienna, Austria: International Conference on Learning Representations, ICLR.
2023
Conference Publication
VLM-BCD: unsupervised building change detection
Zhang, Yiyun and Wang, Zijian (2023). VLM-BCD: unsupervised building change detection. 5th ACM International Conference on Multimedia in Asia, Tainan, Taiwan, 6-8 December 2023. New York, NY, United States: ACM. doi: 10.1145/3595916.3626357
2023
Conference Publication
Learning efficient unsupervised satellite image-based building damage detection
Zhang, Yiyun, Wang, Zijian, Luo, Yadan, Yu, Xin and Huang, Zi (2023). Learning efficient unsupervised satellite image-based building damage detection. 2023 IEEE International Conference on Data Mining (ICDM), Shanghai, China, 1-4 December 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/icdm58522.2023.00206
2023
Conference Publication
A double-level interleaved group convolutional network in the frequency domain for E-nose gas recognition
Wang, Zijian, Han, Mingye, Zhang, Huisheng and Yan, Jia (2023). A double-level interleaved group convolutional network in the frequency domain for E-nose gas recognition. 2023 IEEE Sensors, Vienna, Austria, 29 October - 01 November 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/SENSORS56945.2023.10325077
2023
Conference Publication
Towards reliable and efficient vegetation segmentation for Australian wheat data analysis
Yuan, Bowen, Wang, Zijian and Yu, Xin (2023). Towards reliable and efficient vegetation segmentation for Australian wheat data analysis. 34th Australasian Database Conference (ADC), Melbourne, NSW Australia, 1-3 November 2023. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-031-47843-7_9
2023
Other Outputs
On improving vision model transferability to address domain shift in an open world
Wang, Zijian (2023). On improving vision model transferability to address domain shift in an open world. PhD Thesis, School of Electrical Engineering and Computer Science, The University of Queensland. doi: 10.14264/f619e3d
2023
Conference Publication
How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability
Wang, Zijian, Luo, Yadan, Zheng, Liang, Huang, Zi and Baktashmotlagh, Mahsa (2023). How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability. IEEE/CVF International Conference on Computer Vision 2023 (ICCV), Paris, France, 2-6 October 2023. Paris, France: Computer Vision Foundation. doi: 10.1109/iccv51070.2023.00511
2023
Conference Publication
Exploring active 3D object detection from a generalization perspective
Luo, Yadan, Chen, Zhuoxiao, Wang, Zijian, Yu, Xin, Huang, Zi and Baktashmotlagh, Mahsa (2023). Exploring active 3D object detection from a generalization perspective. 11th International Conference on Learning Representations (ICLR), Kigali, Rwanda, 1 - 5 May 2023. New York, NY, United States: Cornell Tech. doi: 10.48550/arXiv.2301.09249
2023
Journal Article
Source-free progressive graph learning for open-set domain adaptation
Luo, Yadan, Wang, Zijian, Chen, Zhuoxiao, Huang, Zi and Baktashmotlagh, Mahsa (2023). Source-free progressive graph learning for open-set domain adaptation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45 (9), 1-16. doi: 10.1109/tpami.2023.3270288
2023
Conference Publication
FFM: injecting out-of-domain knowledge via factorized frequency modification
Wang, Zijian, Luo, Yadan, Huang, Zi and Baktashmotlagh, Mahsa (2023). FFM: injecting out-of-domain knowledge via factorized frequency modification. 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, United States, 3-7 January 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/wacv56688.2023.00412
2023
Conference Publication
Center-aware adversarial augmentation for single domain generalization
Chen, Tianle, Baktashmotlagh, Mahsa, Wang, Zijian and Salzmann, Mathieu (2023). Center-aware adversarial augmentation for single domain generalization. 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, United States, 2-7 January 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/wacv56688.2023.00414
2022
Conference Publication
FluMA: An Intelligent Platform for Influenza Monitoring and Analysis
Chen, Xi, Chen, Zhi, Wang, Zijian, Qiu, Ruihong and Luo, Yadan (2022). FluMA: An Intelligent Platform for Influenza Monitoring and Analysis. 33rd Australasian Database Conference (ADC), Sydney, NSW Australia, 2-4 September 2022. Heidelberg, Germany: Springer. doi: 10.1007/978-3-031-15512-3_12
Supervision
Availability
- Dr Zijian Wang is:
- Available for supervision
Looking for a supervisor? Read our advice on how to choose a supervisor.
Supervision history
Current supervision
-
Doctor Philosophy
Towards Reliable and Efficient Vegetation Segmentation for multi-modality Australian Wheat Data Analysis
Associate Advisor
Other advisors: Professor Helen Huang
-
Doctor Philosophy
Semantic Segmentation for Crop Health and Damage Assessment
Associate Advisor
Other advisors: Associate Professor Mahsa Baktashmotlagh
Media
Enquiries
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