| Path signature neural network of cortical features for prediction of infant cognitive scores J Cheng, X Zhang, H Ni, C Li, X Xu, Z Wu, L Wang, W Lin, G Li IEEE transactions on medical imaging 41 (7), 1665-1676, 2022 | 11 | 2022 |
| Prediction of infant cognitive development with cortical surface-based multimodal learning J Cheng, X Zhang, F Zhao, Z Wu, X Yuan, L Wang, W Lin, G Li International conference on medical image computing and computer-assisted …, 2023 | 7 | 2023 |
| Infant cognitive scores prediction with multi-stream attention-based temporal path signature features X Zhang, J Cheng, H Ni, C Li, X Xu, Z Wu, L Wang, W Lin, D Shen, G Li Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 7 | 2020 |
| Multi-task joint prediction of infant cortical morphological and cognitive development X Yuan, J Cheng, F Zhao, Z Wu, L Wang, W Lin, Y Zhang, G Li International conference on medical image computing and computer-assisted …, 2023 | 5 | 2023 |
| Skeleton-based gesture recognition with learnable paths and signature features J Cheng, D Shi, C Li, Y Li, H Ni, L Jin, X Zhang IEEE Transactions on Multimedia 26, 3951-3961, 2023 | 5 | 2023 |
| Longitudinal development of the cerebellum in human infants during the first 800 days Y Wang, L Chen, Z Wu, T Li, Y Sun, J Cheng, H Zhu, W Lin, L Wang, ... Cell reports 42 (4), 2023 | 4 | 2023 |
| Spherical transformer for quality assessment of pediatric cortical surfaces J Cheng, X Zhang, F Zhao, Z Wu, Y Wang, Y Huang, W Lin, L Wang, G Li 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 4 | 2022 |
| Learning Infant Brain Developmental Connectivity for Cognitive Score Prediction Y Li, J Cheng, X Zhang, R Fang, L Liao, X Ding, H Ni, X Xu, Z Wu, D Hu, ... Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021 …, 2021 | 4 | 2021 |
| Weakly supervised cerebellar cortical surface parcellation with self-visual representation learning Z Wu, J Cheng, F Zhao, Y Wang, Y Sun, D Zhu, T Liu, V Jewells, W Lin, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 3 | 2023 |
| Spherical transformer on cortical surfaces J Cheng, X Zhang, F Zhao, Z Wu, X Yuan, JH Gilmore, L Wang, W Lin, ... International Workshop on Machine Learning in Medical Imaging, 406-415, 2022 | 3 | 2022 |
| Path-based heterogeneous brain transformer network for resting-state functional connectivity analysis R Fang, Y Li, X Zhang, S Chen, J Cheng, X Xu, J Wu, W Lin, L Wang, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 1 | 2023 |
| Deformable spherical transformer for cerebellar surface parcellation J Cheng, F Zhao, Z Wu, Y Wang, X Yuan, Y Sun, W Lin, L Wang, X Zhang, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 1 | 2023 |
| Temporal-spatial deformable pose network for skeleton-based gesture recognition H Lin, J Cheng, Y Li, X Zhang 2021 IEEE International Conference on Image Processing (ICIP), 2324-2328, 2021 | 1 | 2021 |
| Calibrated multi-view graph learning framework for infant cognitive abilities prediction T Xiong, X Zhang, J Cheng, X Xu, G Li Biomedical Signal Processing and Control 106, 107605, 2025 | | 2025 |
| Adaptive Global Gesture Paths and Signature Features for Skeleton-based Gesture Recognition D Shi, X Zhang, J Cheng, T Xiong, H Ni International Conference on Pattern Recognition, 278-292, 2025 | | 2025 |
| Disentangled Hybrid Transformer for Identification of Infants with Prenatal Drug Exposure J Cheng, Z Wu, X Yuan, L Wang, W Lin, K Grewen, G Li International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
| Consecutive-Contrastive Spherical U-Net: Enhancing Reliability of Individualized Functional Brain Parcellation for Short-Duration fMRI Scans D Hu, K Han, J Cheng, G Li International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
| Longitudinally Consistent Individualized Prediction of Infant Cortical Morphological Development X Yuan, J Cheng, D Hu, Z Wu, L Wang, W Lin, G Li International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
| Neonatal Hypoxic Ischemic Encephalopathy Severity Grading Using Multimodal Swin Transformer T Brochet, K Han, J Cheng, F Zhao, J Lapuyade-Lahorgue, S Ruan, YF Tu, ... 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-4, 2024 | | 2024 |
| Local Gradients of Functional Connectivity Enable Precise Fingerprinting of Infant Brains During Dynamic Development X Yuan, J Cheng, D Hu, Z Wu, L Wang, W Lin, G Li bioRxiv, 2024.12. 19.629222, 2024 | | 2024 |