| Drafting and revision: Laplacian pyramid network for fast high-quality artistic style transfer T Lin, Z Ma, F Li, D He, X Li, E Ding, N Wang, J Li, X Gao Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 130 | 2021 |
| Semantic-related image style transfer with dual-consistency loss. Z Ma, J Li, N Wang, X Gao Neurocomputing 406, 135-149, 2020 | 30 | 2020 |
| Dual-affinity style embedding network for semantic-aligned image style transfer Z Ma, T Lin, X Li, F Li, D He, E Ding, N Wang, X Gao IEEE transactions on neural networks and learning systems 34 (10), 7404-7417, 2022 | 26 | 2022 |
| Enhanced contrastive learning with multi-view longitudinal data for chest x-ray report generation K Liu, Z Ma, X Kang, Y Li, K Xie, Z Jiao, Q Miao Proceedings of the Computer Vision and Pattern Recognition Conference, 10348 …, 2025 | 22 | 2025 |
| Image style transfer with collection representation space and semantic-guided reconstruction Z Ma, J Li, N Wang, X Gao Neural Networks 129, 123-137, 2020 | 22 | 2020 |
| Image hazing and dehazing: From the viewpoint of two-way image translation with a weakly supervised framework Y Li, H Chen, Q Miao, D Ge, S Liang, Z Ma, B Zhao IEEE Transactions on Multimedia 25, 4704-4717, 2022 | 14 | 2022 |
| Structural entities extraction and patient indications incorporation for chest x-ray report generation K Liu, Z Ma, X Kang, Z Zhong, Z Jiao, G Baird, H Bai, Q Miao International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 12 | 2024 |
| Factual serialization enhancement: A key innovation for chest x-ray report generation K Liu, Z Ma, M Liu, Z Jiao, X Kang, Q Miao, K Xie arXiv preprint arXiv:2405.09586, 2024 | 11 | 2024 |
| Seeking a hierarchical prototype for multimodal gesture recognition Y Li, T Qi, Z Ma, D Quan, Q Miao IEEE Transactions on Neural Networks and Learning Systems, 2023 | 11 | 2023 |
| Vision-language model for report generation and outcome prediction in CT pulmonary angiogram Z Zhong, Y Wang, J Wu, WC Hsu, V Somasundaram, L Bi, S Kulkarni, ... NPJ Digital Medicine 8 (1), 432, 2025 | 6 | 2025 |
| Fooling human detectors via robust and visually natural adversarial patches D Zhou, H Qu, N Wang, C Peng, Z Ma, X Yang, X Gao Neurocomputing 616, 128915, 2025 | 6 | 2025 |
| Multi-scale information sharing and selection network with boundary attention for polyp segmentation X Kang, Z Ma, K Liu, Y Li, Q Miao Engineering Applications of Artificial Intelligence 139, 109467, 2025 | 6 | 2025 |
| Large Language Model-Based Multi-source Integration Pipeline for Automated Diagnostic Classification and Zero-Shot Prognoses for Brain Tumor Z Ma, L Bi, P Collins, O Leary, M Imami, Z Zhong, S Lu, G Baird, ... Meta-Radiology, 100150, 2025 | 4 | 2025 |
| From reality to perception: genre-based neural image style transfer. Z Ma, N Wang, X Gao, J Li IJCAI, 3491-3497, 2018 | 4 | 2018 |
| No blind alignment but generation: A different view of continuous sign language recognition based on diffusion X Geng, Y Li, Z Ma, Z Lu, Q Miao Pattern Recognition 169, 111960, 2026 | 3 | 2026 |
| EVOKE: Elevating Chest X-ray Report Generation via Multi-View Contrastive Learning and Patient-Specific Knowledge Q Miao, K Liu, Z Ma, Y Li, X Kang, R Liu, T Liu, K Xie, Z Jiao arXiv preprint arXiv:2411.10224, 2024 | 3 | 2024 |
| Abn-BLIP: Abnormality-aligned Bootstrapping Language-Image Pre-training for pulmonary embolism diagnosis and report generation from CTPA Z Zhong, Y Wang, L Bi, Z Ma, SH Ahn, CJ Mullin, CF Greineder, MK Atalay, ... Medical image analysis 107, 103786, 2026 | 2 | 2026 |
| Priorrg: Prior-guided contrastive pre-training and coarse-to-fine decoding for chest x-ray report generation K Liu, Z Ma, Z Fang, Y Li, K Xie, Q Miao arXiv preprint arXiv:2508.05353, 2025 | 2 | 2025 |
| Content-style disentangled representation for controllable artistic image stylization and generation M Zhuoqi, Z Yixuan, Y Zejun, T Long, L Xiyang arXiv e-prints, arXiv: 2412.14496, 2024 | 2 | 2024 |
| Hierarchical category-enhanced prototype learning for imbalanced temporal recommendation X Gao, Z Ma, J Cui, X Xia, C Xu Proceedings of the 31st ACM international conference on multimedia, 6181-6189, 2023 | 2 | 2023 |
