Projects per year
Personal profile
Research Interests
Machine Learning, Computational Intelligence and Decision Support System, Pattern Recognition, Data Science, Technology Policy
Education/Academic qualification
PhD, Computer Science, University of Manchester
External positions
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Dive into the research topics where Shin-Jye Lee is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 4 Finished
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基於深度學習技術建立小兒心臟疾病之標準化超音波影像採集及定量化自動判讀系統建置
Lee, S.-J. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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應用深度學習與注意力機制於智慧醫療之數據生成及預測
Lee, S.-J. (PI)
1/08/21 → 31/12/22
Project: Government Ministry › Other Government Ministry Institute
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區域卷積神經網路機器視覺演算法改良研究與工業4.0之應用-以偏光片瑕疵檢測為例
Lee, S.-J. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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混合式區間二型T-S模糊系統識別演算法研究暨工業4.0之應用-以晶片製程之縮減與預測為例
Lee, S.-J. (PI)
1/03/19 → 30/06/20
Project: Government Ministry › Other Government Ministry Institute
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Attention-guided network for infrared unmanned aerial vehicle target detection
Jiang, Q., Yu, H., Jin, X., Wang, P., Lee, S. J., Yao, S., Jiang, H., Lan, W. & Zhou, W., 1 Jan 2026, In: Engineering Applications of Artificial Intelligence. 163, 113105.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
A universal adversarial example generation method for object detection system coupled with multi-focus image fusion model
Jin, X., Li, B., Gao, X., Lin, X., Sun, H., Wang, Y., Lee, S. J. & Jiang, Q., Apr 2026, In: International Journal of Machine Learning and Cybernetics. 17, 4, 186.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
MDL-Net: Multi-Task Learning Network for Face Forgery Detection and Localization Using Dual-Stream Feature Extraction and Reconstruction
Yi, H., Jiang, Q., Huang, H., Tang, L., Yao, S., Lee, S. J. & Jin, X., 1 May 2026, In: IEEE Transactions on Biometrics, Behavior, and Identity Science. 8, 3, p. 398-411 14 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A pan-sharpening model using dual-branch attention-guided diffusion networks
Zheng, H., Pan, C., Jin, X., Wozniak, M., Wang, P., Lee, S. J. & Jiang, Q., Aug 2025, In: Information Fusion. 120, 103076.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Crafting imperceptible and transferable adversarial examples: leveraging conditional residual generator and wavelet transforms to deceive deepfake detection
Li, Z., Jin, X., Jiang, Q., Wang, P., Lee, S. J., Yao, S. & Zhou, W., Mar 2025, In: Visual Computer. 41, 5, p. 3329-3344 16 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations