Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Sharon Xiaolei Huang 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
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Projects
- 3 Finished
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EAGER: Portable device for rapid and label-free identification of COVID-19 using an ultra-miniature handheld Raman spectrometer
Terrones Maldonado, M. (PI), Huang, S. X. (CoPI), Robinson, J. A. (CoPI), Huang, S. (CoPI) & Yeh, Y.-T. (CoPI)
6/1/20 → 5/31/22
Project: Research project
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GCR: Understanding Virus Evolution Through Deep Raman Spectroscopy
Terrones Maldonado, M. (PI), Ghedin, E. (CoPI), Huang, S. X. (CoPI), Huang, S. (CoPI) & Yeh, Y.-T. (CoPI)
10/1/19 → 1/31/25
Project: Research project
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RI: Small: Learning to Discover Structure for 3D Vision
Huang, S. X. (PI) & Zhou, Z. (CoPI)
9/1/18 → 8/31/23
Project: Research project
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Enhancing AI-Assisted Stroke Emergency Triage with Adaptive Uncertainty Estimation
Yang, S., Cai, T., Ni, H., Ma, W., Xue, Y., Wong, K., Volpi, J., Wang, J. Z., Huang, S. X. & Wong, S. T. C., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Park, J., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 148-157 10 p. (Lecture Notes in Computer Science; vol. 15973 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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SafeTriage: Facial Video De-identification for Privacy-Preserving Stroke Triage
Cai, T., Ni, H., Ma, W., Xue, Y., Ma, Q., Leicht, R., Wong, K., Volpi, J., Wong, S. T. C., Wang, J. Z. & Huang, S. X., 2026, Information Processing in Medical Imaging - 29th International Conference, IPMI 2025, Proceedings. Oguz, I., Zhang, S. & Metaxas, D. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 390-404 15 p. (Lecture Notes in Computer Science; vol. 15830 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Computer-Aided Layout Generation for Building Design: A Review
Liu, J., Xue, Y., Ni, H., Yu, R., Zhou, Z. & Huang, S. X., Aug 2025, In: Computational Visual Media. 11, 4, p. 677-707 31 p.Research output: Contribution to journal › Review article › peer-review
Open Access -
Histopathological Synthetic Augmentation with Generative Models
Ye, J., Jin, P., Ni, H., Huang, S. X. & Xue, Y., Jan 1 2025, Generative Machine Learning Models in Medical Image Computing. Springer Nature, p. 183-207 25 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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HopNet: Harmonizing Object Placement Network for Realistic Image Generation via Object Composition
Poska, M., Huang, S. X. & Hwang, B., 2025, Proceedings - 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025. IEEE Computer Society, p. 6334-6344 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution