Xiuxiu Bai

Ph.D., Associate Professor

School of Software Engineering, Xi'an Jiaotong University

Email:

Office: A203, West building, School of Software Engineering

Address: #28 West Xianning Road, Xi'an Jiaotong University, Xi’an, 710049

Research interests: Computer Vision, Artificial Intelligence, Computer Architecture

I am an Associate Professor in the School of Software Engineering at Xi'an Jiaotong University. I am a Visiting Scholar in the School of Informatics at the University of Edinburgh. I received my B.E. degree and Ph.D. degree in Computer Science and Technology from Xi’an Jiaotong University in 2009 and 2016 respectively. I am a reviewer of IEEE Signal Processing Letters, Journal of Supercomputing, etc..

News

[1] Xiuxiu Bai*, Lele Ye, Jihua Zhu, Li Zhu, Taku Komura. Skeleton Filter: A Self-Symmetric Filter for Skeletonization in Noisy Text Images. IEEE Transactions on Image Processing (TIP), 2020, 29: 1815-1826. [demo]

[2] Xiuxiu Bai*, Ming Yang, Zhe Liu. On the Robustness of Skeleton Detection against Adversarial Attacks. Neural Networks, 2020, 132: 416-427. [demo]

[3] Xiuxiu Bai, Lele Ye,  Zhe Liu, Bin Liu. ProMask: Probability Mask Representation for Skeleton Detection. Neural Networks, 2023, 162:11-20. [demo]

[4] Lingyun Zhang, Xiuxiu Bai*, Yao Gao. SalS-GAN: Spatially-Adaptive Latent Space in StyleGAN for Real Image Embedding. The 29th ACM International Conference on Multimedia (ACM MM 2021), Virtual Event, China, 20-24 October 2021, pp: 5176-5184. 

[5] Xiuxiu Bai*, Shuaishuai Zhao, Yao Gao, Zhe Liu. Mode-locking Theory for Long-Range Interaction in Artificial Neural Networks. arXiv preprint arXiv: arXiv. 2303.05695. 2023:1-10.

[6] Xiuxiu Bai*, Zhe Liu, Yao Gao, Bin Liu, Yongqiang Hao. Emergence of Doubleslit Interference by Representing Visual Space in Artificial Neural Networks.arXiv preprint arXiv: arXiv.2205.10081. 2022:1-11.

[7] Xuguang Lai, Xiuxiu Bai*, Yongqiang Hao. Unsupervised Generative Adversarial Networks with Cross-model Weight Transfer Mechanism for Image-to-image Translation. 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Virtual, 11-17 October 2021.

[8] Yihe Zhang, Xiuxiu Bai, Qinhua Jin, Jing Jing, Yundai Chen, Qiang Liu, Wenhui Tang, Quanmao Lu, Yanan Mi, Rui Zhu, Yihui Cao. Tracking of Intracavitary Instrument Markers in Coronary Angiography Images. MLMECH/CVII-STENT@MICCAI 2019: 175-183.

[9] Xiuxiu Bai*, Xiaoshe Dong, Yuanqi Su. Edge Propagation KD-Trees: Computing Approximate Nearest Neighbor Fields. IEEE Signal Processing Letters, 2015, 22 (12): 2209-2213.

[10] Bai Xiuxiu, Dong Xiaoshe, Liu Chao, Cao Haijun, Li Liang. A self-Adaptive Compilation Framework for Heterogeneous Multi-core Architecture, Chinese Journal of Computers. 2014, 37(07):1548-1559. 

Research Projects：

1. National Natural Science Foundation of China, Research on Large-scale Real-time Image Similarity Search Methods for Heterogeneous Many-core Systems,  2019.01-2021.12, Principal Investigator. 

2. China Postdoctoral Science Foundation, Research on Unsupervised Object Skeleton Representation in the Wild, 2021-2023, Principal Investigator. 

3. Fundamental Research Funds for the Central Universities, Research on Large-scale Approximate Nearest Neighbor Search Methods for Heterogeneous Many-core Systems, 2018.01-2020.12, Principal Investigator.