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, Signal Processing: Image Communication, 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
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
- 3 Active
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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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Correction: ITContrast: contrastive learning with hard negative synthesis for image-text matching (The Visual Computer, (2024), 10.1007/s00371-024-03274-w)
Wu, F., Wang, Q., Wang, Z., Yu, S., Li, Y., Zhang, B. & Lim, E. G., 2024, (Accepted/In press) In: Visual Computer.Research output: Contribution to journal › Comment/debate
Open Access -
Cross-frame feature-saliency mutual reinforcing for weakly supervised video salient object detection
Wang, J., Yu, S., Zhang, B., Zhao, X., García-Fernández, Á. F., Lim, E. G. & Xiao, J., Jun 2024, In: Pattern Recognition. 150, 110302.Research output: Contribution to journal › Article › peer-review
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ITContrast: contrastive learning with hard negative synthesis for image-text matching
Wu, F., Wang, Q., Wang, Z., Yu, S., Li, Y., Zhang, B. & Lim, E. G., 2024, (Accepted/In press) In: Visual Computer.Research output: Contribution to journal › Article › peer-review
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Cross-frame feature-saliency mutual reinforcing for weakly supervised video salient object detection
Wang, J., Yu, S., Zhang, B., Xiao, J. & Lim, E. G., 2023, In: Pattern Recognition.Research output: Contribution to journal › Article › peer-review
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Self-Compensating Learning for Few-Shot Segmentation
Wang, J., Zhang, B., Liu, W., Liu, B. & Yu, S., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 1320-1324 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
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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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Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Journal)
Siyue Yu (Reviewer)
Dec 2023 → Jan 2024Activity: Peer-review and editorial work of publications › Publication Peer-review
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Game Engine-based Simulation for Augmented Reality Visualization of Mechanical Models and Digital Twin Control
Qilei Sun (Supervisor) & Siyue Yu (Supervisor)
Jun 2023 → Aug 2023Activity: Supervision › Completed SURF Project
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IEEE Transactions on Pattern Analysis and Machine Intelligence (Journal)
Siyue Yu (Reviewer)
2023 → …Activity: Peer-review and editorial work of publications › Publication Peer-review
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中国图象图形大会（CSIG2023）
Siyue Yu (Participant)
2023Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …