| 2026 | AAAI | Delphi: A Neuro-Symbolic Framework for Individualized, Safe and Interpretable Treatment Recommendation. | Muchan Tao, Haonan Qin, Yuqi Fang, Caifeng Shan, Tieniu Tan |
| 2025 | CVPR | Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. | Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun |
| 2025 | ECAI | Region-Aware Compositional Context Prompting for Zero-Shot Anomaly Detection. | Wen Dong, Guanglei Chu, Zhe Pan, Guo-Sen Xie, Caifeng Shan, Fang Zhao |
| 2025 | MICCAI | Uncertainty-Aware Multimodal MRI Fusion for HIV-Associated Asymptomatic Neurocognitive Impairment Prediction. | Zige Chen, Haonan Qin, Wei Wang, Zhongkai Zhou, Chen Zhao, Yuqi Fang, Caifeng Shan |
| 2025 | MICCAI | Query-Level Alignment for End-to-End Lesion Detection with Human Gaze. | Yan Kong, Zhixiang Peng, Yuan Yin, Yonghao Li, Jiangdong Cai, Sheng Wang, Qian Wang, Yuqi Fang, Caifeng Shan |
| 2025 | MICCAI | CLIP-DSA: Textual Knowledge-Guided Cerebrovascular Diseases Recognition in Multi-view Digital Subtraction Angiography. | Qihang Xie, Dan Zhang, Mengting Liu, Jianwei Zhang, Ruisheng Su, Caifeng Shan, Jiong Zhang |
| 2024 | ICPR | An Effective End-to-End Solution for Multimodal Action Recognition. | Songping Wang, Haoxiang Rao, Xiantao Hu, Yueming Lyu, Caifeng Shan |
| 2024 | MICCAI | MPMNet: Modal Prior Mutual-Support Network for Age-Related Macular Degeneration Classification. | Yuanyuan Li, Huaying Hao, Dan Zhang, Huazhu Fu, Mengting Liu, Caifeng Shan, Yitian Zhao, Jiong Zhang |
| 2023 | HealthCom | Wavelength-Dependency of PPG Morphological Features for Camera-Based Blood Pressure Estimation. | Guanghang Liao, Yukai Huang, Hongzhou Lu, Caifeng Shan, Wenjin Wang |
| 2023 | ICASSP | Benchmark of Physiological Model Based and Deep Learning Based Remote Photoplethysmography in Automotive Applications. | Zhiyu Wang, Xuezhi Yang, Hongzhou Lu, Caifeng Shan, Wenjin Wang |
| 2020 | ICPR | A Comparative Study on Autism Spectrum Disorder Detection via 3D Convolutional Neural Networks. | Kaijie Zhang, Wei Wang, Yijun Guo, Caifeng Shan, Liang Wang |
| 2020 | MICCAI | Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-supervised Learning and Dual-UNet. | Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With |
| 2019 | AVSS | A Comprehensive Study on Large-Scale Person Retrieval in Real Surveillance Scenarios. | Da Li, Zhang Zhang, Caifeng Shan, Liang Wang, Tieniu Tan |
| 2019 | ICIP | Efficient Catheter Segmentation in 3D Cardiac Ultrasound using Slice-Based FCN With Deep Supervision and F-Score Loss. | Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With |
| 2019 | ICIP | Automated Catheter Localization in Volumetric Ultrasound Using 3D Patch-Wise U-Net with Focal Loss. | Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With |
| 2019 | MICCAI | Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss. | Hongxu Yang, Caifeng Shan, Tao Tan, Alexander F. Kolen, Peter H. N. de With |
| 2018 | ICIP | Multispectral Image Analysis for Patient Tissue Tracking During Complex Interventions. | Francesca Manni, Marco Mamprin, Sveta Zinger, Caifeng Shan, Ronald Holthuizen, Peter H. N. de With |
| 2018 | ICIP | Catheter Detection in 3D Ultrasound Using Triplanar-Based Convolutional Neural Networks. | Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With |
| 2012 | ICIP | Shared-bed person segmentation based on motion estimation. | Xuyuan Jin, Adrienne Heinrich, Caifeng Shan, Gerard de Haan |
| 2012 | ICIP | Assessment of customers' level of interest. | Mirela C. Popa, Lon J. M. Rothkrantz, Caifeng Shan, Pascal Wiggers |
| 2011 | CAIP | Detecting Customers' Buying Events on a Real-Life Database. | Mirela C. Popa, Tommaso Gritti, Lon J. M. Rothkrantz, Caifeng Shan, Pascal Wiggers |
| 2010 | ACIVS | Gender Classification on Real-Life Faces. | Caifeng Shan |
| 2010 | AVSS | Background Subtraction under Sudden Illumination Changes. | Luc P. J. Vosters, Caifeng Shan, Tommaso Gritti |
| 2010 | PERCOM | An event-based approach to multi-modal activity modeling and recognition. | Marten Pijl, Steven van de Par, Caifeng Shan |
| 2010 | SMC | Analysis of shopping behavior based on surveillance system. | Mirela C. Popa, Lon J. M. Rothkrantz, Zhenke Yang, Pascal Wiggers, Ralph Braspenning, Caifeng Shan |
| 2009 | CVPR | Square Loss based regularized LDA for face recognition using image sets. | Yanlin Geng, Caifeng Shan, Pengwei Hao |
| 2009 | CVPR | Head pose estimation using Spectral Regression Discriminant Analysis. | Caifeng Shan, Wei Chen |
| 2008 | BMVC | Learning Discriminative LBP-Histogram Bins for Facial Expression Recognition. | Caifeng Shan, Tommaso Gritti |
| 2007 | AVSS | Learning gender from human gaits and faces. | Caifeng Shan, Shaogang Gong, Peter W. McOwan |
| 2007 | BMVC | Beyond Facial Expressions: Learning Human Emotion from Body Gestures. | Caifeng Shan, Shaogang Gong, Peter W. McOwan |
| 2007 | BMVC | Capturing Correlations Among Facial Parts for Facial Expression Analysis. | Caifeng Shan, Shaogang Gong, Peter W. McOwan |
| 2007 | ICMI | Visual inference of human emotion and behaviour. | Shaogang Gong, Caifeng Shan, Tao Xiang |
| 2006 | BMVC | Dynamic Facial Expression Recognition Using A Bayesian Temporal Manifold Model. | Caifeng Shan, Shaogang Gong, Peter W. McOwan |
| 2006 | CVPR | A Comprehensive Empirical Study on Linear Subspace Methods for Facial Expression Analysis. | Caifeng Shan, Shaogang Gong, Peter W. McOwan |
| 2005 | AVSS | Recognizing facial expressions at low resolution. | Caifeng Shan, Shaogang Gong, Peter W. McOwan |
| 2005 | BMVC | Conditional Mutual Infomation Based Boosting for Facial Expression Recognition. | Caifeng Shan, Shaogang Gong, Peter W. McOwan |
| 2005 | ICCV | Appearance Manifold of Facial Expression. | Caifeng Shan, Shaogang Gong, Peter W. McOwan |
| 2005 | ICIP | Robust facial expression recognition using local binary patterns. | Caifeng Shan, Shaogang Gong, Peter W. McOwan |
| 2004 | ICPR | Gesture Recognition Using Temporal Template Based Trajectories. | Caifeng Shan, Yucheng Wei, Xianchao Qiu, Tieniu Tan |