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
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
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Causal-INSIGHT: probing temporal models to extract causal structure
Redden, B., Wang, H. & Li, S., 21 Mar 2026, (Accepted) 2026 International Joint Conference on Neural Networks (IJCNN): Proceedings. IEEE, 8 p. (Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN )).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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GRASP: Group-shapley feature selection for patients
Luo, Y., Li, S. & Cao, Z., 21 Apr 2026, ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. IEEE, p. 5486-5490 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile14 Downloads (Pure) -
Machine learning for mortality prediction in COPD-CVD comorbidity
Thompson, E., Jurek-Loughrey, A., Wang, H., Li, S. & Cao, Z., 12 May 2026, (Accepted) 36th Irish Signals and Systems Conference (ISSC): Proceedings . IEEE, 6 p. (Irish Signals and Systems Conference (ISSC): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Semantic-assisted object clustering for multi-modal referring video segmentation
Liu, Y., Luo, Z., Xiao, Y., Wang, Y., Li, S., Li, X., Yang, Y. & Tang, Y., Jan 2026, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48, 1, p. 572-590 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure) -
Visual Grounding in 2D and 3D: A unified perspective and survey
Guo, K., Huang, Y., Jia, T., Song, X., Sun, S., Wei, H., Han, X. F., Huang, S., Strisciuglio, N. & Li, S., Feb 2026, In: Information Fusion. 126, Part B, 24 p., 103625.Research output: Contribution to journal › Article › peer-review
16 Link opens in a new tab Citations (Scopus)
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