Publications

* Corresponding author 

Journal

Preprint

1. Yang, Z.; Teoh, A.B.J.; Zhang, B.; Leng, L.; Zhang, Y. Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification. Arxiv, 2023. Paper 

2. Yang, Z.; Xia, W.; Lu, Z.; Chen, Y.; Li, X.; Zhang, Y. Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging. ArXiv, 2022. Paper

3. Chen, X.; Xia, W.; Yang, Z.; Chen, H.; Liu, Y.; Zhou, J.; Zhang ,Y. SOUL-Net: A Sparse and Low-Rank Unrolling Network for Spectral CT Image Reconstruction. ArXiv, 2022. Paper  

2023

1. Yang, Z.; Huangfu, H.; Wang, H.; Chen, Y.; Zhang, B.; Leng, L.; Teoh, A.B.J.; Zhang, Y. Comprehensive Competition Mechanism in Palmprint Recognition. IEEE Transactions on Information Forensics and Security, 2023. Code Paper

2. Yang, Z.; Chen, Y.; Huangfu, H.; Ran, M.; Wang, H.; Li, X.; Zhang, Y. Dynamic Corrected Split Federated Learning with Homomorphic Encryption for U-shaped Medical Image Networks. IEEE Journal of Biomedical and Health Informatics, 2023.  Code Paper (ArXiv Version)

3. Yang, Z.; Xia, W.; Qiao, Y.; Lu, Z.; Zhang, B.; Leng, L.; Zhang, Y. CO3Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition. IEEE Transactions on Instrumentation and Measurement, 2023. Code Paper

4. Yang, Z.; Leng, L.; Teoh, A.B.J.; Zhang, B.; Zhang, Y. Cross-database Attack of Coding-based Palmprint Template. Knowledge-based Systems, 2023. Paper

5. Yang, Z.; Leng, L.; Min, W. Uniformly Window Downsampling Strategy for Coding-based Palmprint Recognition. Multimedia Tools and Applications, 2023. Paper 

6. Yang, Z.; Leng, L.; Wu, T.; Li, M.; Chu, J. Multi-order Texture Features for Palmprint Recognition. Artificial Intelligence Review, 2023, 56, 995-1011. Code Paper  

7. Xia, W.; Yang, Z.; Lu, Z.; Wang, Z.; Zhang, Y. RegFormer: A Local-Nonlocal Regularization-Based Model for Sparse-View CT Reconstruction. IEEE Transactions on Radiation and Plasma Medical Sciences, 2023.

8. Wang, H.; Wang, G.; Xia, W.; Yang, Z.; Yu, H.; Fang, L.; Zhang, Y. Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation. IEEE Journal of Selected Topics in Signal Processing, 2023.

2022

9. Yang, Z.; Leng, L.; Zhang, B.; Li, M.; Chu, J. Two Novel Style-transfer Palmprint Reconstruction Attacks. Applied Intelligence, 2022. Paper

10. Yang, Z.; Leng, L.; Li, M.; Chu, J. A Computer-aid Multi-task Light-weight Network for Feces Macroscopic Diagnosis. Multimedia Tools and Applications, 2022, 81, 15671-15686. Paper

11. Wang, T.; Lu, Z.; Yang, Z.; Xia, W.; Sun, H.; Liu, Y.; Chen, H.; Zhou, J.; Zhang, Y. IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction.  IEEE Transactions on Radiation and Plasma Medical Sciences, 2022. Paper 

12. Xu, H.; Leng, L.; Yang, Z.; Teoh, A.B.J.; Jin, Z. Multi-task Deep Network Pre-trained with Soft Biometrics for Palmprint Recognition. Neural Processing Letters, 2022. Paper 

13. Kong, K.; Zhang, Z.; Yang, Z.; Zhang, Z. FCSCNN: Feature Centuralized Siamese CNN-based Android Malware Identification. Computers & Security, 2022, 112, 102514. Paper 

14. Lin, D.; Kong, L.; Zhao, C.; Gao, J.; Ouyang, H.; Yang, Z.; Zhang, Z. An Energy-efficiency-adaptive Clustering Formation Mechanism for the Wireless Sensor Networks. IET Communications, 2022, 16(3), 255-265. Paper 

15. Huang, J.; Wei, X.; Yang, Z.Y.; Min, W. Finger-knuckle-print Recognition Based on Multi-dimensional Matching Distances Fusion. Journal of Graphics, 2022, 43(2), 279-287. (in Chinese) Paper

2021 

16. Yang, Z.; Leng, L.; Min, W. Extreme Downsampling and Joint Feature for Coding-based Palmprint Recognition. IEEE Transactions on Instrumentation and Measurement, 2021, 70, 1-12.  Paper 

17. Zhao, H.; Min, W.; Xu, J.; Han, Q.; Li, W.; Wang, Q.; Yang, Z.; Zhou, L. SPACE: Finding Key-speaker in Complex Multi-person Scenes. IEEE Transactions on Emerging Topics in Computing, 2021. Paper 

18. Wang, Q.; Min, W.; Han, Q.; Yang, Z.; Xiong, X.; Zhu, M; Zhao, H. Viewpoint Adaptation Learning with Cross-view Distance Metric for Robust Vehicle Re-Identification. Information Sciences, 2021, 564, 71-84. Paper 

19. Yang, S.; Xu, H.; Yang, Z.*; Wang, C. A Mask Wearing Detection System based on Deep Learning. Journal of Multimedia Information System, 2021, 8(3), 159-166.

20. Duan, J.; Min, W.; Yang, Z.; Zhang, Y.; Chen, X.; Yang, S. A Scene Graph Generation Algorithm for Extracting Global Semantic Information. Journal of Image and Graphics, 2021, 1-13. (in Chinese) Paper

2020 

21. Leng, L.; Yang, Z.; Min, W. Democratic Voting Downsampling for Coding-based Palmprint Recognition. IET Biometrics, 2020, 9(6), 290-296. Paper  

22. Leng, L.; Yang, Z.*; Kim, C.; Zhang, Y. A Light-Weight Practical Framework for Feces Detection and Trait Recognition. Sensors, 2020, 20, 2644. Paper 

2019

23. Yang, Z.; Leng, L.; Kim, B.-G. StoolNet for Color Classification of Stool Medical Images. Electronics, 2019, 8, 1464. Paper 

24. Yang, Z.; Li, J.; Min, W.; Wang, Q. Real-Time Pre-Identification and Cascaded Detection for Tiny Faces. Applied Sciences, 2019, 9, 4344. Paper 

Conference

1. Yang, Z.; Xia, W.; Chen, Y.; Wang, Z.; Yu, H.; Wang, Z.; Li, X.; Zhang, Y. HyperFed: A Novel Hypernetwork-based Personalized Federated Learning Framework for Multi-source CT Reconstruction. In Proceedings of the Advances in Neural Information Processing Systems Workshop (NeurIPS Workshop), New Orleans, USA, Dec. 2-9, 2022.

2. Fang, M.; Huber, M.; Fierrez, J.; Ramachandra, R.; Damer, N.; Alkhaddour, A.; Kasantcev, M.; Pryadchenko, V.; Yang, Z.; et al. SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data. In Proceedings of International Joint Conference on Biometrics (IJCB), Ljubljana, Slovenia, Sep. 25-28, 2023. (Rank #2 at this Competition)

3. Shen, C.; Yang, Z.; Zhang, Y. PET Image Denoising with Score-based Diffusion Probabilistic Models. In Proceedings of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Vancouver, Canada, Oct. 8-12, 2023.

4. Huangfu, H.; Yang, Z.; Ran, M.; Chen, Y.; Zhang, W.; Lu, J.; Zhang, Y. A Robust Prototype-free Retrieval Method for Automatic Check-out. In Proceedings of the IEEE Symposium on Computers and Communications (ISCC), Tunis, Tunisia, Jul. 9-12, 2023.

5. Chen, Y.; Yang, Z.; Shen, C.; Wang, Z.; Qin, Y.; Zhang, Y. EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation. In Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), Cartagena de Indias, Colombia, April 18-21, 2023.

6. Gao, C.; Cheng, J.; Yang, Z.; Chen, Y.; Wang, F.; Zhu, M. SAA-Net: A medical image segmentation framework based on stream-across attention. In Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), Cartagena de Indias, Colombia, April 18-21, 2023.

7. Wang, Z.; Wang, Z.; Zhang, Z.; Yang, Z.; Ran, M.; Yu, H.; Yu, Z.; Zhang, Y. Dynamic Focus Mechanism-Based Dual-Domain Reconstruction Network for Accelerated MRI. In Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), Cartagena de Indias, Colombia, April 18-21, 2023.

8. Rong, W.; Yang, Z.; Leng L. Channel Group-wise Drop Network with Global and Fine-grained-aware Representation Learning for Palm Recognition. In Proceedings of the International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates, Oct. 10-13, 2022.

9. Xia, W.; Yang, Z.; Lu, Z.; Zhang, Y. A Transformer-Based Iterative Reconstruction Model for Sparse-View CT Reconstruction. In Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Singapore, Singapore, Sep. 18-22, 2022.

10. Mou, H.; Xia, W.; Yang, Z.; Zhou, J.; Zhang, Y. Self-distillation for Low-dose CT Image Denoising. In Proceedings of China International Youth Conference on Electrical Engineering (CIYCEE), Chengdu, China, Dec. 15-17, 2021. 

11. Huang, J.; Wei, X.; Yang, Z.; Min, W. Finger-knuckle-print Recognition Based on Multi-dimensional Matching Distances Fusion. In Proceedings of Computer Aided Design and Computer Graphics (CAD&CG), Dalian, China, Aug. 18-22, 2021.