Projects per year
Personal profile
Personal profile
Dr. Siyue Yu graduated from Xian Jiaotong-Liverpool University (Electrical and Electronic Engineering) with a bachelors degree. In December 2022, she received her Ph.D. at the University of Liverpool (Electrical and Electronic Engineering). She was supervised by Prof. Jimin Xiao and Prof. Eng Gee Lim during her PhD. She joined XJTLU in January 2023 as a lecturer. During her doctoral period, she has been researching computer vision, including video object segmentation, weakly supervised salient object detection, and co-salient object detection. She has published papers in CVPR, AAAI, TPAMI and other internationally renowned authoritative conferences or journals, including three papers as the first author. She also serves as a reviewer for several journals and conferences including TPAMI, TIP, and CVPR.https://scholar.google.com/citations?user=AdxzTKsAAAAJhl=zh-CNoi=ao
If you are interested in computer vision and MLLM, please contact me through siyue.yu02@xjtlu.edu.cn with your CV.
Research interests
Anomaly Detection, Sample Generation, Semantic Segmentation
Experience
Lecturer, XJTLU, 2023 - to Present
Teaching
INT305
INT302
Related documents
Education/Academic qualification
Bachelor Xi'an Jiaotong-Liverpool University, 2012-2016
Ph.D. University of Liverpool, 2018-2022
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Projects
- 5 Active
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Active Learning for Image Semantic Segmentation under Label Constrain
Xiao, J., Yu, S., Wang, X., Zhao, X., Wang, X., Wang, J. & Qiu, X.
1/09/24 → 31/08/27
Project: Governmental Research Project
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Intergral Feature Mining for Image-level Supervised Co-salient Object Detection
1/01/24 → 31/12/26
Project: Governmental Research Project
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Comprehensive Exploration of Image-level Supervised Co-salient Object Detection
1/07/23 → 30/06/26
Project: Internal Research Project
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Frozen CLIP-DINO: a Strong Backbone for Weakly Supervised Semantic Segmentation
Zhang, B., Yu, S., Xiao, J., Wei, Y. & Zhao, Y., 2025, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.Research output: Contribution to journal › Article › peer-review
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Adversarial Erasing Transformer for Weakly Supervised Semantic Segmentation
Zhang, B., Yu, S., Gao, X., Sun, M., Lim, E. G. & Xiao, J., 16 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). IOS Press BV, p. 370-377 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Open Access -
Adversarial Erasing Transformer for Weakly Supervised Semantic Segmentation
Zhang, B., Yu, S., Gao, X., Sun, M., Lim, E. G. & Xiao, J., 2024, 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Continual Segmentation with Disentangled Objectness Learning and Class Recognition
Gong, Y., Yu, S., Wang, X. & Xiao, J., 2024, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Continual Segmentation with Disentangled Objectness Learning and Class Recognition
Gong, Y., Yu, S., Wang, X. & Xiao, J., 2024, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 3848-3857 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access
Activities
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[ISE] 2024 IEEE International Conference on Automation in Manufacturing, Transportation and Logistics (iCaMaL2024)
Siyue Yu (Speaker)
7 Aug 2024Activity: Talk or presentation › Presentation at conference/workshop/seminar
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Multimedia Systems (Journal)
Siyue Yu (Reviewer)
25 Apr 2024Activity: Peer-review and editorial work of publications › Publication Peer-review
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Video Anomaly Detection and Explanation via Large Language Models
Siyue Yu (Supervisor)
2024 → …Activity: Supervision › Completed SURF Project
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