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2020 – today
- 2025
[j9]Botao Yao, Shuohan Huang, Peiyi Han, Jie Lin, Shaoming Duan, Chuanyi Liu:
SOTIF-Oriented Risk Assessment: A Multi-Dimensional Model for Autonomous Driving. IEEE Robotics Autom. Lett. 10(2): 1792-1799 (2025)- 2024
- [j8]Tianyu He
, Peiyi Han, Shaoming Duan, Zirui Wang, Wentai Wu, Chuanyi Liu, Jianrun Han:
Generative data augmentation with differential privacy for non-IID problem in decentralized clinical machine learning. Future Gener. Comput. Syst. 160: 171-184 (2024) - [c10]Yuhao Zhang, Shaoming Duan, Xinyu Zha, Jinhang Su, Peiyi Han, Chuanyi Liu:
FEDKA: Federated Knowledge Augmentation for Multi-Center Medical Image Segmentation on non-IID Data. ICASSP 2024: 2116-2120 - [i3]Wenbo Xu, Liang Yan, Peiyi Han, Haifeng Zhu, Chuanyi Liu, Shaoming Duan, Cuiyun Gao, Yingwei Liang:
TCSR-SQL: Towards Table Content-aware Text-to-SQL with Self-retrieval. CoRR abs/2407.01183 (2024) - 2023
- [j7]Shaoming Duan, Chuanyi Liu, Peiyi Han, Xiaopeng Jin, Xinyi Zhang, Tianyu He, Hezhong Pan, Xiayu Xiang:
HT-Fed-GAN: Federated Generative Model for Decentralized Tabular Data Synthesis. Entropy 25(1): 88 (2023) - [j6]Wenbo Xu, Peiyi Han, Shaoming Duan, Chuanyi Liu:
FIGAT: Accurately Classify Individual Crime Risks With Multi-Information Fusion. IEEE Trans. Serv. Comput. 16(3): 1890-1903 (2023) - 2022
- [j5]Shaoming Duan, Chuanyi Liu, Zhengsheng Cao, Xiaopeng Jin, Peiyi Han:
Fed-DR-Filter: Using global data representation to reduce the impact of noisy labels on the performance of federated learning. Future Gener. Comput. Syst. 137: 336-348 (2022) - [j4]Chuanyi Liu, Xiaoyong Li, Mingliang Sun, Yali Gao, Jie Yuan, Shaoming Duan:
Bi-TCCS: Trustworthy Cloud Collaboration Service Scheme Based on Bilateral Social Feedback. IEEE Trans. Cloud Comput. 10(2): 1021-1037 (2022) - [c9]Peiyi Han, Yunzhe Guo, Shaoming Duan, Chuanyi Liu, Yuxing Zhou:
Towards Privacy-Preserving Computation on Gene: Construct Covid-19 Phylogenetic Tree using Homomorphic Encryption. ICDIS 2022: 148-154 - [c8]Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu:
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning. ICDIS 2022: 336-343 - [i2]Shaoming Duan, Chuanyi Liu, Peiyi Han, Tianyu He, Yifeng Xu, Qiyuan Deng:
Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data. CoRR abs/2211.13116 (2022) - [i1]Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu:
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning. CoRR abs/2212.01109 (2022) - 2021
- [c7]Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Chuanyi Liu:
Sampled Data Debugging via Fuzzy C-Means. DSC 2021: 32-39 - [c6]Xianzhe Yu, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang:
FIGAT: Accurately Predict Individual Crime Risks with Multi-information Fusion. DSC 2021: 248-255 - [c5]Xunan Gao, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang:
PRFP: Privacy-respecting and Accurate Device Fingerprint Identification. DSC 2021: 264-271 - 2020
- [j3]Peiyi Han, Chuanyi Liu, Jiahao Cao, Shaoming Duan, Hezhong Pan, Zekun Cao, Binxing Fang:
CloudDLP: Transparent and Scalable Data Sanitization for Browser-Based Cloud Storage. IEEE Access 8: 68449-68459 (2020) - [j2]Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Binxing Fang:
Scene text reading based cloud compliance access. World Wide Web 23(4): 2633-2647 (2020) - [c4]Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Jiahao Cao, Chuanyi Liu:
From One-hot Encoding to Privacy-preserving Synthetic Electronic Health Records Embedding. CIAT 2020: 407-413 - [c3]Peiyi Han, Chaozheng Wang, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Pengshuai Luo:
SecureMLDebugger: A Privacy-Preserving Machine Learning Debugging Tool. DSC 2020: 127-134
2010 – 2019
- 2019
- [j1]Chuanyi Liu, Junqian Wang, Shaoming Duan, Yong Xu:
Combining dissimilarity measures for image classification. Pattern Recognit. Lett. 128: 536-543 (2019) - [c2]Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Xinyi Zhang, Binxing Fang:
Deep Learning Based Scene Text Reading for Cloud Audit Information Extraction. DSC 2019: 686-693 - [c1]Chuanyi Liu, Peiyi Han, Yingfei Dong, Hezhong Pan, Shaoming Duan, Binxing Fang:
CloudDLP: Transparent and Automatic Data Sanitization for Browser-Based Cloud Storage. ICCCN 2019: 1-8
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