Shaoming Duan

32 papers A* 1A 1B 1Misc 1Journal 17Unranked 11
YearRankTypeTitle / Venue / Authors
2025 A conf
CRED-SQL: Enhancing Real-World Large Scale Database Text-to-SQL Parsing Through Cluster Retrieval and Execution Description.
ECAI
Shaoming Duan, Zirui Wang, Chuanyi Liu, Zhibin Zhu, Yuhao Zhang, Peiyi Han, Liang Yan, Zewu Peng
2025 J jnl
CRED-SQL: Enhancing Real-world Large Scale Database Text-to-SQL Parsing through Cluster Retrieval and Execution Description.
CoRR
Shaoming Duan, Zirui Wang, Chuanyi Liu, Zhibin Zhu, Yuhao Zhang, Peiyi Han, Liang Yan, Zewu Peng
2025 — conf
DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation.
NAACL (Findings)
Shaoming Duan, Youxuan Wu, Chuanyi Liu, Yuhao Zhang, Zirui Wang, Peiyi Han, Shengyuan Yu, Liang Yan, Yingwei Liang
2025 J jnl
ExSPIN: Explicit Feedback-Based Self-Play Fine-Tuning for Text-to-SQL Parsing.
Entropy
Liang Yan, Jinhang Su, Chuanyi Liu, Shaoming Duan, Yuhao Zhang, Jianhang Li, Peiyi Han, Ye Liu
2025 J jnl
Goalie: Defending Against Correlated Value and Sign Encoding Attacks.
Entropy
Rongfei Zhuang, Ximing Fu, Chuanyi Liu, Peiyi Han, Shaoming Duan
2025 J jnl
SOTIF-Oriented Risk Assessment: A Multi-Dimensional Model for Autonomous Driving.
IEEE Robotics Autom. Lett.
Botao Yao, Shuohan Huang, Peiyi Han, Jie Lin, Shaoming Duan, Chuanyi Liu
2025 — conf
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning.
EMNLP (Findings)
Yuhao Zhang, Shaoming Duan, Jinhang Su, Chuanyi Liu, Peiyi Han
2025 J jnl
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning.
CoRR
Yuhao Zhang, Shaoming Duan, Jinhang Su, Chuanyi Liu, Peiyi Han
2025 J jnl
SPS-SQL: Enhancing Text-to-SQL generation on small-scale LLMs with pre-synthesized queries.
Pattern Recognit. Lett.
Liang Yan, Qichen Wan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Yong Xu
2025 — conf
TS-SQL: Test-driven Self-refinement for Text-to-SQL.
EMNLP (Findings)
Wenbo Xu, Haifeng Zhu, Liang Yan, Chuanyi Liu, Peiyi Han, Shaoming Duan, Jeff Z. Pan
2025 A* conf
Uncertainty-Aware Probabilistic Risk Quantification of SOTIF for Autonomous Vehicles.
ICRA
Botao Yao, Shuohan Huang, Chuanyi Liu, Peiyi Han, Jie Lin, Shaoming Duan
2024 Misc conf
FEDKA: Federated Knowledge Augmentation for Multi-Center Medical Image Segmentation on non-IID Data.
ICASSP
Yuhao Zhang, Shaoming Duan, Xinyu Zha, Jinhang Su, Peiyi Han, Chuanyi Liu
2024 J jnl
Generative data augmentation with differential privacy for non-IID problem in decentralized clinical machine learning.
Future Gener. Comput. Syst.
Tianyu He, Peiyi Han, Shaoming Duan, Zirui Wang, Wentai Wu, Chuanyi Liu, Jianrun Han
2024 J jnl
TCSR-SQL: Towards Table Content-aware Text-to-SQL with Self-retrieval.
CoRR
Wenbo Xu, Liang Yan, Peiyi Han, Haifeng Zhu, Chuanyi Liu, Shaoming Duan, Cuiyun Gao, Yingwei Liang
2023 J jnl
FIGAT: Accurately Classify Individual Crime Risks With Multi-Information Fusion.
IEEE Trans. Serv. Comput.
Wenbo Xu, Peiyi Han, Shaoming Duan, Chuanyi Liu
2023 J jnl
HT-Fed-GAN: Federated Generative Model for Decentralized Tabular Data Synthesis.
Entropy
Shaoming Duan, Chuanyi Liu, Peiyi Han, Xiaopeng Jin, Xinyi Zhang, Tianyu He, Hezhong Pan, Xiayu Xiang
2022 J jnl
Bi-TCCS: Trustworthy Cloud Collaboration Service Scheme Based on Bilateral Social Feedback.
IEEE Trans. Cloud Comput.
Chuanyi Liu, Xiaoyong Li, Mingliang Sun, Yali Gao, Jie Yuan, Shaoming Duan
2022 J jnl
Fed-DR-Filter: Using global data representation to reduce the impact of noisy labels on the performance of federated learning.
Future Gener. Comput. Syst.
Shaoming Duan, Chuanyi Liu, Zhengsheng Cao, Xiaopeng Jin, Peiyi Han
2022 J jnl
Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data.
CoRR
Shaoming Duan, Chuanyi Liu, Peiyi Han, Tianyu He, Yifeng Xu, Qiyuan Deng
2022 — conf
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning.
ICDIS
Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu
2022 J jnl
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning.
CoRR
Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu
2022 — conf
Towards Privacy-Preserving Computation on Gene: Construct Covid-19 Phylogenetic Tree using Homomorphic Encryption.
ICDIS
Peiyi Han, Yunzhe Guo, Shaoming Duan, Chuanyi Liu, Yuxing Zhou
2021 — conf
FIGAT: Accurately Predict Individual Crime Risks with Multi-information Fusion.
DSC
Xianzhe Yu, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang
2021 — conf
PRFP: Privacy-respecting and Accurate Device Fingerprint Identification.
DSC
Xunan Gao, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang
2021 — conf
Sampled Data Debugging via Fuzzy C-Means.
DSC
Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Chuanyi Liu
2020 J jnl
CloudDLP: Transparent and Scalable Data Sanitization for Browser-Based Cloud Storage.
IEEE Access
Peiyi Han, Chuanyi Liu, Jiahao Cao, Shaoming Duan, Hezhong Pan, Zekun Cao, Binxing Fang
2020 — conf
From One-hot Encoding to Privacy-preserving Synthetic Electronic Health Records Embedding.
CIAT
Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Jiahao Cao, Chuanyi Liu
2020 J jnl
Scene text reading based cloud compliance access.
World Wide Web
Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Binxing Fang
2020 — conf
SecureMLDebugger: A Privacy-Preserving Machine Learning Debugging Tool.
DSC
Peiyi Han, Chaozheng Wang, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Pengshuai Luo
2019 B conf
CloudDLP: Transparent and Automatic Data Sanitization for Browser-Based Cloud Storage.
ICCCN
Chuanyi Liu, Peiyi Han, Yingfei Dong, Hezhong Pan, Shaoming Duan, Binxing Fang
2019 J jnl
Combining dissimilarity measures for image classification.
Pattern Recognit. Lett.
Chuanyi Liu, Junqian Wang, Shaoming Duan, Yong Xu
2019 — conf
Deep Learning Based Scene Text Reading for Cloud Audit Information Extraction.
DSC
Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Xinyi Zhang, Binxing Fang