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Shaoming Duan

Observed name: Duan, Shaoming
ORCID: 0000-0002-7546-9562
Observed ORCID: 0000-0002-7546-9562
OpenAlex ID: A5086035676
Fed-DR-Filter: Using global data representation to reduce the impact of noisy labels on the performance of federated learning
2022 · Shaoming Duan, Chuanyi Liu, et al. · Future Generation Computer Systems · 25
HT-Fed-GAN: Federated Generative Model for Decentralized Tabular Data Synthesis
2022 · Shaoming Duan, Chuanyi Liu, et al. · Entropy · 17
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From One-hot Encoding to Privacy-preserving Synthetic Electronic Health Records Embedding
2020 · Xiayu Xiang, Shaoming Duan, et al. · International Conference on Cyberspace Innovation of Advanced Technologies (CIAT) · 12
CloudDLP: Transparent and Scalable Data Sanitization for Browser-Based Cloud Storage
2020 · Peiyi Han, Chuanyi Liu, et al. · IEEE Access · 12
SOTIF-Oriented Risk Assessment: A Multi-Dimensional Model for Autonomous Driving
2024 · Botao Yao, Shuohan Huang, et al. · IEEE Robotics and Automation Letters · 10
Generative data augmentation with differential privacy for non-IID problem in decentralized clinical machine learning
2024 · Tianyu He, Peiyi Han, et al. · Future Generation Computer Systems · 10
FIGAT: Accurately Classify Individual Crime Risks with Multi-information Fusion
2022 · Wenbo Xu, Peiyi Han, et al. · IEEE Transactions on Services Computing · 10
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning
2022 · Zirui Wang, Shaoming Duan, et al. · International Conference on Data Intelligence and Security (ICDIS) · 9
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Bi-TCCS: Trustworthy Cloud Collaboration Service Scheme Based on Bilateral Social Feedback
2020 · Chuanyi Liu, Xiaoyong Li, et al. · IEEE Transactions on Cloud Computing · 9
SPS-SQL: Enhancing Text-to-SQL generation on small-scale LLMs with pre-synthesized queries
2025 · Liang Yan, Qichen Wan, et al. · Pattern Recognition Letters · 7
ExSPIN: Explicit Feedback-Based Self-Play Fine-Tuning for Text-to-SQL Parsing
2025 · Liang Yan, Jinhang Su, et al. · Entropy · 4
Fed-DNN-Debugger: Automatically Debugging Deep Neural Network Models in Federated Learning
2023 · Shaoming Duan, Chuanyi Liu, et al. · Security and Communication Networks · 4
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DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation
2025 · Shaoming Duan, Youxuan Wu, et al. · Findings of the Association for Computational Linguistics: NAACL · 3
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FEDKA: Federated Knowledge Augmentation for Multi-Center Medical Image Segmentation on non-IID Data
2024 · Yuhao Zhang, Shaoming Duan, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 3
SA-UBA: Automatically Privileged User Behavior Auditing for Cloud Platforms with Securely Accounts Management
2022 · Hezhong Pan, Peiyi Han, et al. · Applied Sciences · 3
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TS-SQL: Test-driven Self-refinement for Text-to-SQL
2025 · Wenbo Xu, Haifeng Zhu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 2
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PRFP: Privacy-respecting and Accurate Device Fingerprint Identification
2021 · Xunan Gao, Peiyi Han, et al. · IEEE International Conference on Data Science in Cyberspace · 2
SecureMLDebugger: A Privacy-Preserving Machine Learning Debugging Tool
2020 · Peiyi Han, Chaozheng Wang, et al. · IEEE International Conference on Data Science in Cyberspace · 2
CloudDLP: Transparent and Automatic Data Sanitization for Browser-Based Cloud Storage
2019 · Chuanyi Liu, Peiyi Han, et al. · International Conference on Computer Communications and Networks (ICCCN) · 2
ITDS-SQL: Enhancing Text-to-SQL Parsing by In-Context Learning with Inference Time Data Synthesis
2026 · Jinhang Su, Shaoming Duan, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning
2025 · Yuhao Zhang, Shaoming Duan, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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FIGAT: Accurately Predict Individual Crime Risks with Multi-information Fusion
2021 · Xianzhe Yu, Peiyi Han, et al. · IEEE International Conference on Data Science in Cyberspace · 1
A mechanism-annotated benchmark reveals limited fidelity to drug-response signatures in single-cell perturbation models
2026 · Lehang Li, Shaoming Duan, et al. · bioRxiv (Cold Spring Harbor Laboratory)
AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns
2026 · Association for Computational Linguistics 2026, Duan, Shaoming, et al. · Underline Science Inc.
AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns
2026 · Yuhao Zhang, Liang Yan, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Works count: 33
Citation count: 149
H-index: 9
I10-index: 7
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