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Huan Tian

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2024
[c6]
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Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou:
When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks. IJCAI 2024: 512-520
[c5]
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Guangsheng Zhang, Bo Liu, Huan Tian, Tianqing Zhu, Ming Ding, Wanlei Zhou:
How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers. USENIX Security Symposium 2024
2023
[j6]
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Huan Tian:
The application of advertising logo color design for big data and visual communication technology. J. Comput. Methods Sci. Eng. 23(3): 1479-1490 (2023)
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Huan Tian, Bo Liu, Tianqing Zhu, Wanlei Zhou, Philip S. Yu:
CIFair: Constructing continuous domains of invariant features for image fair classifications. Knowl. Based Syst. 268: 110417 (2023)
[i2]
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  - journals/corr/abs-2311-03865
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Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou:
FD-MIA: Efficient Attacks on Fairness-enhanced Models. CoRR abs/2311.03865 (2023)
2022
[j4]
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  - journals/compsec/TianZZ22
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Huan Tian, Tianqing Zhu, Wanlei Zhou:
Fairness and privacy preservation for facial images: GAN-based methods. Comput. Secur. 122: 102902 (2022)
[j3]
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Huan Tian, Tianqing Zhu, Wei Liu, Wanlei Zhou:
Image fairness in deep learning: problems, models, and challenges. Neural Comput. Appl. 34(15): 12875-12893 (2022)
[c4]
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  - conf/icait/TianZZFLZZL22
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Huan Tian, Lingjie Zhang, Zhiyao Zhang, Zhenwei Fu, Weiqiang Lyu, Shang-Jian Zhang, Yali Zhang, Yong Liu:
Externally-excited Short Pulse Train Generation in a Broadband Nonlinear Optoelectronic Oscillator. ICAIT 2022: 212-215
[i1]
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  - journals/corr/abs-2210-11049
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Guangsheng Zhang, Bo Liu, Huan Tian, Tianqing Zhu, Ming Ding, Wanlei Zhou:
How Does a Deep Learning Model Architecture Impact Its Privacy? CoRR abs/2210.11049 (2022)
2021
[j2]
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  - journals/access/KongTDL21
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Guangqian Kong, Huan Tian, Xun Duan, Huiyun Long:
Adversarial Edge-Aware Image Colorization With Semantic Segmentation. IEEE Access 9: 28194-28203 (2021)
[c3]
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  - conf/aiam/LiT21
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Zhe Li, Huan Tian:
Research on Innovative Design of Smart Textile Fabrics Based on Environmental Response Characteristics. AIAM (ACM) 2021: 708-719
2020
[j1]
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Huan Tian, Guangqian Kong, Yun Wu:
Dual feature extractor generative adversarial network for colorization. J. Electronic Imaging 29(4): 043001 (2020)
[c2]
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  - conf/icycsee/KongTWW20
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Guangqian Kong, Huan Tian, Yun Wu, Qiang Wei:
Improvement of Association Rule Algorithm Based on Hadoop for Medical Data. ICPCSEE (2) 2020: 506-520
[c1]
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Hongfei Yu, Guangsheng Zhang, Xiwang Guo, Huan Tian:
General Obstacle Detection by Ground Shape Invariant Features with a Fisheye Camera. SMC 2020: 688-693

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