RESEARCH INTEREST

• Hashing encoding with machine learning, deep learning, etc.;
• The research on new AI structures such as Transformer, CLIP, SpikingNeuralNetwork, etc;
• The application of deep learning in detection and instance segmentation;
• Use AI methods for solving the performance bottleneck in the areas of database, hash index, etc.

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PUBLICATIONS

ACCEPTED (partial)

1. Junwei Cheng, Yanzhao Xie, Yu Liu, Junjie Song, Xinyu Liu, Zhenming He, Wenkai Zhang, Xinjie Han, Hailong Zhou, Ke Zhou, Heng Zhou, Jianji Dong and Xinliang Zhang:
   Human emotion recognition with a microcomb-enabled integrated optical neural network. Nanophotonics (2023).
2. Yanzhao Xie, Rukai Wei, Jingkuan Song, Yu Liu, Yangtao Wang, Ke Zhou:
   Label-affinity Self-adaptive Central Similarity Hashing for Image Retrieval. IEEE Transactions on Multimedia (2023).
3. Yanzhao Xie, Yangtao Wang, Yu Liu, Ke Zhou, Lisheng Fan:
   A hash centroid construction method with Swin transformer for multi-label image retrieval. Neural Comput. Appl (2023).
4. Rukai Wei, Yu Liu, Jingkuan Song, Yanzhao Xie, Ke Zhou:
   Deep Debiased Contrastive Hashing.Pattern Recognition (2023).
5. Yanzhao Xie, Guangxing Hu, Yu Liu, Zhiqiu Lin, Ke Zhou, Yuhong Zhao:
   How visual chirality affects the performance of image hashing. Neural Comput. Appl (2023).
6. Yanzhao Xie, Yangtao Wang, Yu Liu, Ke Zhou:
   Label graph learning for multi-label image recognition with cross-modal fusion. Multim. Tools Appl. 81(18): 25363-25381 (2022).
7. Yangtao Wang, Yanzhao Xie, Lisheng Fan, Guangxing Hu:
   STMG: Swin transformer for multi-label image recognition with graph convolution network. Neural Comput. Appl. 34(12): 10051-10063 (2022)
8. Yu Liu, Yanzhao Xie, Jingkuan Song, Rukai Wei, Ke Zhou:
   Self-Supervised Label-Visual Correlation Hashing for Multi-Label Image Retrieval. APWeb/WAIM (2) 2022: 129-143.
9. Yangtao Wang, Yanzhao Xie, Yu Liu, Lisheng Fan:
   G-CAM: Graph Convolution Network Based Class Activation Mapping for Multi-label Image Recognition. ICMR 2021: 322-330.
10. Yangtao Wang, Yanzhao Xie, Jiangfeng Zeng, Hanpin Wang, Lisheng Fan, Yufan Song:
    Cross-modal fusion for multi-label image classification with attention mechanism. Comput. Electr. Eng. 101: 108002 (2022).
11. Rukai Wei, Yu Liu, Jingkuan Song, Yanzhao Xie, Ke Zhou:
    Hyperbolic Hierarchical Contrastive Hashing. CoRR abs/2212.08904 (2022).
12. Yu Liu, Yangtao Wang, Lianli Gao, Chan Guo, Yanzhao Xie, Zhili Xiao:
    Deep Hash-based Relevance-aware Data Quality Assessment for Image Dark Data. Trans. Data Sci. 2(2): 11:1-11:26 (2021).
13. Yanzhao Xie, Yu Liu, Yangtao Wang, Lianli Gao, Peng Wang, Ke Zhou:
    Label-Attended Hashing for Multi-Label Image Retrieval. IJCAI 2020: 955-962.
14. Yangtao Wang, Yanzhao Xie, Yu Liu, Ke Zhou, Xiaocui Li:
    Fast Graph Convolution Network Based Multi-label Image Recognition via Cross-modal Fusion.CIKM 2020: 1575-1584.
15. Yan-tian Zhang, Haoxiang Wang, Yanzhao Xie:
    An intelligent hybrid model for power flow optimization in the cloud-IOT electrical distribution network. Clust. Comput. 22(6): 13109-13118 (2019).
16. Yantian Zhang, Junyi Zhou, Yanzhao Xie:
    Virtual reality of interior noises of vehicles based on boundary element and neural networks. Neural Comput. Appl. 29(5): 1281-1291 (2018).

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EDUCATION INFO

• Sep 2019 - Mar 2023. Ph.D. (supervised by Prof. Ke Zhou) in Wuhan National Laboratory for Optoelectronics (WNLO), Huazhong University of Science and Technology (HUST).
• Sep 2016 - Mar 2019. Master, Dept. of Software Engineering, Huazhong University of Science and Technology (HUST).
• Sep 2009 - Jun 2013. Bachelor’s degree, Dept. of Automation, North China Electric Power University (NCEPU).

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CONTACT ME

• ADDRESS: Room 608, Electronic Information Lab Building, Guangzhou University, 230 Wai Huan Xi Road, Guangzhou Higher Education Mega Center, Guangzhou, China
• EMAIL: yzhX@gzhu.edu.cn
• OTHERs: ORCID(0000-0002-9274-2807)