Shaoming Duan

According to our database, Shaoming Duan authored at least 21 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SOTIF-Oriented Risk Assessment: A Multi-Dimensional Model for Autonomous Driving.

Botao Yao, Shuohan Huang, Peiyi Han, Jie Lin, Shaoming Duan, Chuanyi Liu

IEEE Robotics Autom. Lett., February, 2025

2024

Generative data augmentation with differential privacy for non-IID problem in decentralized clinical machine learning.

Tianyu He, Peiyi Han, Shaoming Duan, Zirui Wang, Wentai Wu, Chuanyi Liu, Jianrun Han

Future Gener. Comput. Syst., 2024

TCSR-SQL: Towards Table Content-aware Text-to-SQL with Self-retrieval.

Wenbo Xu, Liang Yan, Peiyi Han, Haifeng Zhu, Chuanyi Liu, Shaoming Duan, Cuiyun Gao, Yingwei Liang

CoRR, 2024

FEDKA: Federated Knowledge Augmentation for Multi-Center Medical Image Segmentation on non-IID Data.

Yuhao Zhang, Shaoming Duan, Xinyu Zha, Jinhang Su, Peiyi Han, Chuanyi Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

HT-Fed-GAN: Federated Generative Model for Decentralized Tabular Data Synthesis.

Shaoming Duan, Chuanyi Liu, Peiyi Han, Xiaopeng Jin, Xinyi Zhang, Tianyu He, Hezhong Pan, Xiayu Xiang

Entropy, January, 2023

FIGAT: Accurately Classify Individual Crime Risks With Multi-Information Fusion.

Wenbo Xu, Peiyi Han, Shaoming Duan, Chuanyi Liu

IEEE Trans. Serv. Comput., 2023

2022

Bi-TCCS: Trustworthy Cloud Collaboration Service Scheme Based on Bilateral Social Feedback.

Chuanyi Liu, Xiaoyong Li, Mingliang Sun, Yali Gao, Jie Yuan, Shaoming Duan

IEEE Trans. Cloud Comput., 2022

Fed-DR-Filter: Using global data representation to reduce the impact of noisy labels on the performance of federated learning.

Shaoming Duan, Chuanyi Liu, Zhengsheng Cao, Xiaopeng Jin, Peiyi Han

Future Gener. Comput. Syst., 2022

Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data.

Shaoming Duan, Chuanyi Liu, Peiyi Han, Tianyu He, Yifeng Xu, Qiyuan Deng

CoRR, 2022

Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning.

Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu

Proceedings of the 4th International Conference on Data Intelligence and Security, 2022

Towards Privacy-Preserving Computation on Gene: Construct Covid-19 Phylogenetic Tree using Homomorphic Encryption.

Peiyi Han, Yunzhe Guo, Shaoming Duan, Chuanyi Liu, Yuxing Zhou

Proceedings of the 4th International Conference on Data Intelligence and Security, 2022

2021

FIGAT: Accurately Predict Individual Crime Risks with Multi-information Fusion.

Xianzhe Yu, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang

Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

Sampled Data Debugging via Fuzzy C-Means.

Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Chuanyi Liu

Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

PRFP: Privacy-respecting and Accurate Device Fingerprint Identification.

Xunan Gao, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang

Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

2020

Scene text reading based cloud compliance access.

Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Binxing Fang

World Wide Web, 2020

CloudDLP: Transparent and Scalable Data Sanitization for Browser-Based Cloud Storage.

Peiyi Han, Chuanyi Liu, Jiahao Cao, Shaoming Duan, Hezhong Pan, Zekun Cao, Binxing Fang

IEEE Access, 2020

SecureMLDebugger: A Privacy-Preserving Machine Learning Debugging Tool.

Peiyi Han, Chaozheng Wang, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Pengshuai Luo

Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020

From One-hot Encoding to Privacy-preserving Synthetic Electronic Health Records Embedding.

Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Jiahao Cao, Chuanyi Liu

Proceedings of the CIAT 2020: International Conference on Cyberspace Innovation of Advanced Technologies, 2020

2019

Combining dissimilarity measures for image classification.

Chuanyi Liu, Junqian Wang, Shaoming Duan, Yong Xu

Pattern Recognit. Lett., 2019

CloudDLP: Transparent and Automatic Data Sanitization for Browser-Based Cloud Storage.

Chuanyi Liu, Peiyi Han, Yingfei Dong, Hezhong Pan, Shaoming Duan, Binxing Fang

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

Deep Learning Based Scene Text Reading for Cloud Audit Information Extraction.

Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Xinyi Zhang, Binxing Fang

Proceedings of the Fourth IEEE International Conference on Data Science in Cyberspace, 2019