Research output per year
Research output per year
Personal profile
Research Interests
Broadly interested in deep learning and computer vision.
Current research focuses on unsupervised learning, digital twins, video understanding, representation learning, and domain adaptation.
Teaching
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Guest lecturer, Digital Innovation Built Asset Management MSc, University College London 2024
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Instructor, Digital Twin Workshop, University of Cambridge 2024
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Module co-designer, 4D4: Digital Construction, University of Cambridge 2023
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Demonstrator & marking, 3F8: Inference, University of Cambridge Lent term 2023
Achievements
Excellent Doctorate Dissertation, ShenZhen Association for Artificial Intelligence 2023
The First Prize Scholarship, Tsinghua University (Top 5%) 2020
National Scholarship, MOE of PRC (Top 2%) 2013
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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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
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Seeing beyond dark-field RGB capabilities: deep spectral extrapolation of ultrasmall plasmonic nanogaps
Kazemzadeh, M., Zhang, B., He, T., Liu, H., Jiang, Z., Hu, Z., Dong, X., Sun, C., Jiang, W., He, X., Li, S., Alvarez-Perez, G., Pisanello, F., Hu, H., Chen, W. & Xu, H., 17 Apr 2025, arXiv.Research output: Working paper
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AV-GAN: attention-based varifocal generative adversarial network for uneven medical image translation
Li, Z., Lin, Y., Fang, Z., Li, S. & Li, X., 09 Sept 2024, 2024 International Joint Conference on Neural Networks (IJCNN): Proceedings. Institute of Electrical and Electronics Engineers Inc., ( International Joint Conference on Neural Networks (IJCNN): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Citation (Scopus) -
Connectivity detection for automatic construction of building geometric digital twins
Drobnyi, V., Li, S. & Brilakis, I., Mar 2024, In: Automation in Construction. 159, 14 p., 105281.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Citations (Scopus) -
Digitization of existing buildings with arbitrary shaped spaces from point clouds
Drobnyi, V., Li, S. & Brilakis, I. K., 01 Sept 2024, In: Journal of Computing in Civil Engineering. 38, 5, 12 p., 04024027.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
SOC: Semantic-assisted Object Cluster for referring video object segmentation
Luo, Z., Xiao, Y., Liu, Y., Li, S., Wang, Y., Tang, Y., Li, X. & Yang, Y., Jul 2024, Advances in Neural Information Processing Systems 36 (NeurIPS 2023): Proceedings. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Prizes
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Excellent Doctorate Dissertation
Li, S. (Recipient), 18 Nov 2023
Prize: Prize (including medals and awards)
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Forbes China 100 Most Influential Chinese Selection Award
Li, S. (Recipient), 07 Oct 2024
Prize: Prize (including medals and awards)
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Outstanding Young Scholars Association Fellow
Li, S. (Recipient), 30 Nov 2024
Prize: Prize (including medals and awards)
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Activities
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AI for Medical Applications
Li, S. (Advisor)
01 Apr 2025Activity: Talk or presentation types › Invited talk
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AI-Driven Innovations in Multidisciplinary Data Analysis
Li, S. (Advisor)
28 Mar 2025Activity: Talk or presentation types › Invited talk
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University of Southampton
Li, S. (Advisor)
10 Jan 2025Activity: Visiting an external institution types › Visiting an external academic institution
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Machine Learning for Digital Construction
Li, S. (Advisor)
28 Dec 2024Activity: Talk or presentation types › Invited talk
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Newcastle University
Li, S. (Advisor)
27 Nov 2024Activity: Visiting an external institution types › Visiting an external academic institution