• MGCA-Net: Multi-graph contextual attention network for two-view correspondence learning
    S. Lin,  M. Lo,  H. Chen,  Y. Liang,  Q. Wu
    In Proceedings of the International Joint Conference on Artificial Intelligence, 2025, pages 1–9
    [project]

    • DTSNet: A denoising teacher-student network with reverse distillation for anomaly detection
    T. Lin,  S. Lin*,  Y. Liang,  R. Rong,  Y. Lu
    In Proceedings of the IEEE International Conference on Multimedia and Expo, 2025, pages 1–6
    [project]

    • Multi-stage network with geometric semantic attention for two-view correspondence learning
    S. Lin,  X. Chen,  G. Xiao,  H. Wang,  F. Huang,  J. Weng
    IEEE Transactions on Image Processing, 2024, vol. 33, pages 3031–3046
    [project]

    • Robust heterogeneous model fitting for multi-source image correspondences
    S. Lin,  F. Huang,  T. Lai,  J. Lai,  H. Wang,  J. Weng
    International Journal of Computer Vision, 2024, vol. 132, pages 2907–2928
    [Project]

    • Co-clustering on bipartite graphs for robust model fitting
    S. Lin,  H. Luo,  Y. Yan,  G. Xiao,  H. Wang
    IEEE Transactions on Image Processing, 2022, vol. 31, pages 6605–6620
    [Project]

    • Diverse consensuses paired with motion estimation-based multi-model fitting
    W. Yin,  S. Lin,  Y. Lu,  H. Wang
    In Proceedings of the ACM International Conference on Multimedia, 2024, pages 1–10
    [Project]

    • Hypergraph optimization for multi-structural geometric model fitting
    S. Lin,  G. Xiao,  Y. Yan,  D. Suter,  H. Wang
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2019, vol. 33, pages 8730–8737
    [Project]

    • Adaptive graph attention-guided parallel sampling and embedded selection for multi-model mitting
    W. Yin,  S. Lin,  D. Suter,  H. Wang
    In Proceedings of the ACM International Conference on Multimedia, 2025
    [Project]

    • Two-view correspondence pruning via channel-spatial interaction and bidirectional consensus interaction
    X. Huang,  T. Lai,  Y. Liu,  S. Lin,  Z. Li
    In Proceedings of the ACM International Conference on Multimedia, 2025
    [Project]

    • Multi-motion segmentation via co-attention-induced heterogeneous model fitting
    S. Lin,  A. Yang,  T. Lai,  J. Weng,  H. Wang
    IEEE Transactions on Circuits and Systems for Video Technology, 2024, vol. 34, no. 3, pages 1786–1798
    [Project]

    • Hierarchical representation via message propagation for robust model fitting
    S. Lin,  X. Wang,  G. Xiao,  Y. Yan,  H. Wang
    IEEE Transactions on Industrial Electronics, 2021, vol. 68, no. 9, pages 8582–8592
    [Project]

    • Efficient sampling using feature matching and variable minimal structure size
    T. Lai,  A. Sadri,  S. Lin*,  Z. Li,  R. Chen,  H. Wang
    Pattern Recognition, 2023, vol. 137, pages 109311
    [Project]

    • Dqformer: Dynamic query transformer for lane detection
    H. Yang,  S. Lin,  R. Jiang,  Y. Lu,  H. Wang
    In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 2023, pages 1–5
    [Project]

    • GNN-fused CapsNet with multi-head prediction for diabetic retinopathy grading
    Y. Lei,  S. Lin*,  Z. Li,  Y. Zhang,  T. Lai
    Engineering Applications of Artificial Intelligence, 2024, vol. 133, pages 107994
    [Project]

    • Robust model estimation by using preference analysis and information theory principles
    T. Lai,  W. Wang,  Y. Liu,  Z. Li,  S. Lin
    Applied Intelligence, 2023, vol. 53, pages 22363–22373
    [Project]

    • Triplet relationship guided sampling consensus for robust model estimation
    H. Guo,  Y. Lu,  G. Xiao,  S. Lin,  H. Wang
    IEEE Signal Processing Letters, 2022, vol. 19, pages 817–821
    [Project]

    • Scinet: Semantic cue infusion network for lane detection
    H. Yang,  S. Lin,  L. Cheng,  Y. Lu,  H. Wang
    In Proceedings of the IEEE International Conference on Image Processing, 2022, pages 1811–1815
    [Project]

    • Progressive enhancement dehazing for object detection in extreme weather
    Z. Li,  J. Wu,  S. Lin,  Z. Wang,  X. Jin,  G. Geng,  F. Huang,  J. Weng
    Engineering Applications of Artificial Intelligence, 2025, vol. 155, pages 110903
    [Project]

    • Robust multi-model fitting via neighborhood graph structure consistency
    H. Guo,  J. Zhao,  W. Liu,  D. Yang,  C. Zhou,  G. Lin,  S. Lin*
    Digital Signal Processing, 2024, pages 104402
    [Project]

    • A new efficient transformer with blueprint pixel network for image super-resolution
    R. Chen,  Y. Chen,  S. Lin*
    In Proceedings of the China Automation Congress (CAC), 2023, pages 4535–4540
    [Project]

    • Syn-BERT: Bi-level synonymous data augmented self-supervised embedding-based information retrieval with BERT
    Z. Yu,  T. Huang,  R. Chen,  H. Chen,  S. Lin*
    In Proceedings of the IEEE International Conference on Pattern Recognition and Machine Learning, 2024, pages 184–191
    [Project]

    • PDE: A real-time object detection and enhancing model under low visibility conditions
    Z. Li,  S. Lin*,  Z. Liang,  Y. Lei,  Z. Wang,  H. Chen
    International Journal of Advanced Computer Science and Applications, 2022, vol. 13, no. 12, pages 849–858
    [Project]

    • BBVD: A bert-based method for vulnerability detection
    W. Huang,  S. Lin*,  C. Li
    International Journal of Advanced Computer Science and Applications, 2022, vol. 13, no. 12, pages 890–898
    [Project]

    • Real-time clothing detection networks for surveillance videos
    Z. Li,  H. Chen,  W. Chen,  S. Lin*,  R. Zhao,  Y. Qian,  Z. Wang,  Y. Yang,  F. Huang
    In Proceedings of the IEEE International Conference on Graphics and Image Processing, 2023, vol. 12705, pages 919–929
    [Project]

    • BERT-POS: Sentiment analysis of MOOC reviews based on BERT with part-of-speech information
    W. Liu,  S. Lin*,  B. Gao,  K. Huang,  W. Liu,  Z. Huang,  J. Feng,  X. Chen,  F. Huang
    In Proceedings of the International Conference on Artificial Intelligence in Education, 2022, pages 371–374
    [Project]

    • 模型假设权重的三维运动分割
    赖桃桃,  郭磊,  林舒源,  李佐勇
    武夷学院学报, 2023, vol. 42, no. 12, pages 40–44
    [Project]

    • 基于偏好概率加权采样的鲁棒模型拟合方法
    江斓,  林舒源,  郭翰林,  严严,  王菡子
    In 中国图象图形学学术会议, 2020, pages 1–7
    [Project]

    • 基于非负矩阵欠逼近和剪枝技术的多结构几何模型拟合
    林舒源,  赖桃桃,  严严,  张立明,  王菡子
    计算机学报, 2021, vol. 44, no. 7, pages 1414–1429
    [Project]

    • 基于偏好统计数据表征的鲁棒几何模型拟合方法
    郭翰林,  肖国宝,  严严,  林舒源,  David Suter,  王菡子
    计算机学报, 2020, vol. 43, no. 7, pages 1199–1214
    [Project]

    • S. Lin, et al. Multi-source image correspondence method and system based on heterogeneous model fitting, US Patent, Patent number: US12131517B, Date of patent: 2024.10.29.
    [Project]

    • S. Lin, et al. Camera pose estimation method and system, electronic equipment and readable medium, US Patent, Patent number: US12272097B1, Date of patent: 2025.04.08.
    [Project]

    • F. Huang, Z. Yang, Z. Zhou, S. Lin, et al. Multimodal data heterogeneous transformer-based asset recognition method, system, and device, US Patent, Patent number: US12236699B1, Date of patent: 2025.02.25.
    [Project]

    • S. Lin, et al. A multi-source image matching method and system based on heterogeneous model fitting. Chinese patent. Patent number: ZL202311050564.1. Issue data: 2024.03.12.
    [Project]

    • S. Lin, et al. A voice privacy protection method and system based on multi-task adversarial decoupling learning. Chinese patent. Patent number: ZL202419389361.3. Issue data: 2024.07.05.
    [Project]

    • S. Lin, et al. A camera pose estimation method, system, electronic device and readable medium. Chinese patent. Patent number: ZL202311472686.X. Issue data: 2024.06.14.
    [Project]

    • S. Lin, et al. A method, system and readable medium for removing mismatched pairs. Chinese patent. Patent number: ZL202311355526.7. Issue data: 2024.04.09.
    [Project]

    • S. Lin, et al. A method and system for estimating the age range of voiceprint based on privacy protection. Chinese patent. Patent number: ZL2024193893613. Issue data: 2024.07.05.
    [Project]

    • S. Lin, et al. A false news detection method, device, electronic equipment and storage medium. Chinese patent. Application number: 2022113728399. Filing data: 2022.11.04.
    [Project]

    • H. Wang, S. Lin, L. Jiang, et al. A motion segmentation method based on heterogeneous model fitting. Chinese patent. Patent number: ZL202011165026.3. Issue data: 2022.05.17.
    [Project]

    • H. Wang, S. Lin, T. Lai. A method for estimating polar geometry based on improved nonnegative matrix underapproximation. Chinese patent. Patent number: ZL201910418346.6. Issue data: 2021.01.12.
    [Project]

    • H. Wang, T. Lai, S. Lin, et al. A data association method based on event cameras. Chinese patent. Patent number: ZL201710287180.X. Issue data: 2019.12.27.
    [Project]

    • H. Wang, H. Chen, S. Lin. A data association method based on event cameras. Chinese patent. Patent number: ZL202010967054.0. Issue data: 2024.01.23.
    [Project]

    • F. Huang, Z. Li, S. Lin, et al. An image target detection method, system and equipment correlation method under severe weather conditions. Chinese patent. Patent number: ZL202310579491.9. Issue data: 2023.09.15.
    [Project]