1. Shuyan Li, Xiu Li, Jiwen Lu and Jie Zhou, Structure-adaptive Neighborhood Preserving Hashing for Scalable Video Search, IEEE TCSVT, (IF: 11.1), 2021, 32(4):2441-2454.

2. Shuyan Li, Xiu Li, Jiwen Lu and Jie Zhou, Self-supervised Video Hashing via Bidirectional Transformers, CVPR, 2021, pp.13549-13558.

3. Yihua Shao, Haojin He, Sijie Li, Siyu Chen, Xinwei Long, Shuyan Li, et al., EventVAD: Training- Free Event-Aware Video Anomaly Detection, ACM MM (Oral), 2025.

4. Qiaosong Chu, Shuyan Li, Guangyi Chen, Kai Li and Xiu Li, Adversarial Alignment for Source Free Object Detection, AAAI (Oral), 2023, pp. 452–460.

5. Viktor Drobnyi, Shuyan Li, Ioannis Brilakis, Connectivity detection for automatic construction of building geometric digital twins, Automation in Construction, (IF: 10.3), 2024.

6. Shuyan Li, Zhixiang Chen, Xiu Li, Jiwen Lu and Jie Zhou, Unsupervised Variational Video Hashing with 1D-CNN-LSTM Networks, IEEE TMM, (IF: 9.7), 2020, 22(6):1542-1554.

7. Shuyan Li, Zhixiang Chen, Jiwen Lu, Xiu Li and Jie Zhou, Neighborhood Preserving Hashing for Scalable Video Retrieval, ICCV, 2019, pp. 8211–8220.

8. Yong Liu, Zhuoyan Luo, Yicheng Xiao, Yitong Wang, Shuyan Li, et al., Semantic-Assisted Object Clustering for Multi-Modal Referring Video Segmentation, IEEE TPAMI, (IF: 24.6), 2025.

9. Zhuoyan Luo, Yicheng Xiao, Yong Liu, Shuyan Li, Yitong Wang, Yansong Tang, Xiu Li, Yujiu Yang, SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation, NeurIPS, 2023.

10. Keyu Guo, Yongle Huang, Shijie Sun, Nicola Strisciuglio, Shuyan Li, et al., Visual Grounding in 2D and 3D: A Unified Perspective and Survey, Information Fusion (IF: 18.6), 2025.

11. Viktor Drobnyi, Shuyan Li, Ioannis Brilakis, Digitisation of Existing Buildings with Arbitrarily Shaped Spaces from Point Clouds, Journal of Computing in Civil Engineering, (IF: 5.8), 2024.

12. Shurui Xu, Feng Luo, Shuyan Li, Mengzhen Fan, Zhongtian Sun, Three Trustworthiness Challenges in Large Language Model-based Financial Systems: Real-world Examples and Mitigation Strategies, FITEE (IF: 3.1), 2025.

13. Alwyn Mathew, Shuyan Li, Kacper Pluta, Rahima Djahel, Ioannis Brilakis, Digital Twin Enabled Construction Process Monitoring, European Conference on Computing in Construction，2024

14. Mohammadrahim Kazemzadeh, Banghuan Zhang, Tao He, Haoran Liu, ..., Shuyan Li, et al., Seeing Beyond RGB Capabilities: Data-Driven and Physics-Guided Broadband Spectral Extrapolation of Plasmonic Nanostructures by Deep Learning, ACS Photonics (IF: 6.5), 2026.

15. Shurui Xu, Shuyan Li, et al., MeniOmni: A Structured Multimodal Benchmark for Holistic Meniscus Injury Assessment, ICME, 2026.

16. Yuheng Luo, Shuyan Li, Zhong Cao, GRASP: group-Shapley feature selection for patients, ICASSP, 2026.

17. Mengqun Jin, Kai Li, Shuyan Li, Chunming He, Xiu Li, Towards Realizing the Value of Labeled Target Samples: a Two-Stage Approach for Semi-Supervised Domain Adaptation, ICASSP, 2023.

18. Yicheng Xiao, Yue Ma, Shuyan Li, Hantao Zhou, Ran Liao, Xiu Li, SemanticAC: Semantics-assisted Framework for audio classification, ICASSP, 2023.

19. Haonan Han, Rui Yang, Shuyan Li, Runze Hu, Xiu Li, SSGD: A Smartphone Screen Glass Dataset for Defect Detection, ICASSP, 2023.

20. Benjamin Redden, Shuyan Li, Hui Wang, Causal-INSIGHT: Probing Temporal Models to Extract Causal Structure, IJCNN, 2026.

21. Zexin Li, Yiyang Lin, Zijie Fang, Shuyan Li, Xiu Li, Av-gan: Attention-based varifocal generative adversarial network for uneven medical image translation, IJCNN, 2024