Mr Shijie Wang
Postdoctoral Research Fellow in Multimodal Foundation Models in Smart Agriculture
School of Electrical Engineering and Computer Science
Journal Articles
Yu, Bruce X.B., Chang, Jianlong, Wang, Haixin, Liu, Lingbo, Wang, Shijie, Wang, Zhiyu, Lin, Junfan, Xie, Lingxi, Li, Haojie, Lin, Zhouchen, Tian, Qi and Chen, Chang Wen (2024). Visual tuning. ACM Computing Surveys, 56 (12) 297. doi: 10.1145/3657632
Wang, Shijie, Chang, Jianlong, Wang, Zhihui, Li, Haojie, Ouyang, Wanli and Tian, Qi (2024). Content-aware rectified activation for zero-shot fine-grained image retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence, 46 (6), 4366-4380. doi: 10.1109/tpami.2024.3355461
Li, Haojie, Li, Mingxuan, Peng, Qijie, Wang, Shijie, Yu, Hong and Wang, Zhihui (2024). Correlation-guided semantic consistency network for visible-infrared person re-identification. IEEE Transactions on Circuits and Systems for Video Technology, 34 (6), 4503-4515. doi: 10.1109/tcsvt.2023.3340225
Wang, Shijie, Wang, Zhihui, Li, Haojie, Chang, Jianlong, Ouyang, Wanli and Tian, Qi (2023). Semantic-Guided Information Alignment Network for Fine-Grained Image Recognition. IEEE Transactions on Circuits and Systems for Video Technology, 33 (11), 6558-6570. doi: 10.1109/tcsvt.2023.3263870
Wang, Shijie, Wang, Zhihui, Li, Haojie, Chang, Jianlong, Ouyang, Wanli and Tian, Qi (2023). Accurate fine-grained object recognition with structure-driven relation graph networks. International Journal of Computer Vision, 132 (1), 137-160. doi: 10.1007/s11263-023-01873-z
Wang, Shijie, Wang, Zhihui, Wang, Ning, Wang, Hong and Li, Haojie (2022). From coarse to fine: multi-level feature fusion network for fine-grained image retrieval. Multimedia Systems, 28 (4), 1515-1528. doi: 10.1007/s00530-022-00899-6
Conference Papers
Wang, Shijie, Shi, Jian and Li, Haojie (2025). Adversarial Reconstruction Feedback for Robust Fine-Grained Generalization. IEEE. doi: 10.1109/iccv51701.2025.00295
Wang, Shijie, Chang, Jianlong, Li, Haojie, Wang, Zhihui, Ouyang, Wanli and Tian, Qi (2023). Learning to parameterize visual attributes for open-set fine-grained retrieval. 37th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, LA United States, 10-16 December 2023. La Jolla, CA United States: Neural Information Processing Systems. doi: 10.5555/3666122.3668945
Wang, Shijie, Chang, Jianlong, Li, Haojie, Wang, Zhihui, Ouyang, Wanli and Tian, Qi (2023). Open-set fine-grained retrieval via Prompting Vision-Language Evaluator. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 17-24 June 2023. Los Alamitos, CA USA: IEEE Computer Society. doi: 10.1109/cvpr52729.2023.01857
Wang, Shijie, Chang, Jianlong, Wang, Zhihui, Li, Haojie, Ouyang, Wanli and Tian, Qi (2023). Fine-grained retrieval prompt tuning. 37th AAAI Conference on Artificial Intelligence (AAAI) / 35th Conference on Innovative Applications of Artificial Intelligence / 13th Symposium on Educational Advances in Artificial Intelligence, Washington, DC United States, 7-14 February 2023. Palo Alto, CA United States: Association for the Advancement of Artificial Intelligence. doi: 10.48550/arXiv.2207.14465
Wang, Shijie, Wang, Zhihui, Li, Haojie and Ouyang, Wanli (2022). Category-specific nuance exploration network for fine-grained object retrieval. 36th AAAI Conference on Artificial Intelligence / 34th Conference on Innovative Applications of Artificial Intelligence / 12th Symposium on Educational Advances in Artificial Intelligence, Virtual, 22 February-1 March 2022. Palo Alto, CA United States: Association for the Advancement of Artificial Intelligence.
Wang, Shijie, Li, Haojie, Wang, Zhihui and Ouyang, Wanli (2021). Dynamic position-aware network for fine-grained image recognition. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, Virtual, 2-9 February 2021. Washington, DC United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v35i4.16384
Wang, Shijie, Wang, Zhihui, Li, Haojie and Ouyang, Wanli (2020). Category-specific semantic coherency learning for fine-grained image recognition. 28th ACM International Conference on Multimedia (MM), Virtual, 12-16 October 2020. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3394171.3413871