Shaoming Duan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Machine Learning

Differential Privacy

Top Venues

Future Gener. Comput. Syst.

Publications

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)
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 (2024)
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 (2024)
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) (2023)
Wenbo Xu, Peiyi Han, Shaoming Duan, Chuanyi Liu
FIGAT: Accurately Classify Individual Crime Risks With Multi-Information Fusion. IEEE Trans. Serv. Comput. 16 (3) (2023)
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 (2022)
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 (2022)
Shaoming Duan, Chuanyi Liu, Peiyi Han, Tianyu He, Yifeng Xu, Qiyuan Deng
Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data. CoRR (2022)
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)
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) (2022)
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)
Xianzhe Yu, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang
FIGAT: Accurately Predict Individual Crime Risks with Multi-information Fusion. DSC (2021)
Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Chuanyi Liu
Sampled Data Debugging via Fuzzy C-Means. DSC (2021)
Xunan Gao, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang
PRFP: Privacy-respecting and Accurate Device Fingerprint Identification. DSC (2021)
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 (2020)
Peiyi Han, Chaozheng Wang, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Pengshuai Luo
SecureMLDebugger: A Privacy-Preserving Machine Learning Debugging Tool. DSC (2020)
Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Binxing Fang
Scene text reading based cloud compliance access. World Wide Web 23 (4) (2020)
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)
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)
Chuanyi Liu, Junqian Wang, Shaoming Duan, Yong Xu
Combining dissimilarity measures for image classification. Pattern Recognit. Lett. 128 (2019)
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)