Peiyi Han

56 papers A* 1A 2B 1C 1Misc 2Journal 30Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
TCSR-SQL: Towards Table Content-Aware Text-to-SQL With Self-Retrieval.
CAAI Trans. Intell. Technol.
Wenbo Xu, Liang Yan, Chuanyi Liu, Peiyi Han, Haifeng Zhu, Yong Xu, Yingwei Liang, Bob Zhang
2025 J jnl
An Ensemble Learning-Based Fault Detection Method for Vehicular Ad Hoc Networks in Intelligent Transportation Systems.
IEEE Trans. Veh. Technol.
Jiaxi Liu, Haitao Zhao, Peiyi Han, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari, Fumiyuki Adachi
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
DSMR-SQL: Enhancing Text-to-SQL with Dual-Strategy SQL Generation and Multi-role SQL Selection.
CCL
Yiming Huang, Jiyu Guo, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu
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
Exploring the Landscape of Text-to-SQL with Large Language Models: Progresses, Challenges and Opportunities.
CoRR
Yiming Huang, Jiyu Guo, Wenxin Mao, Cuiyun Gao, Peiyi Han, Chuanyi Liu, Qing Ling
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
Improving long-tail classification via decoupling and regularisation.
CAAI Trans. Intell. Technol.
Shuzheng Gao, Chaozheng Wang, Cuiyun Gao, Wenjian Luo, Peiyi Han, Qing Liao, Guandong Xu
2025 — conf
MQA-SQL: Mitigating Question Ambiguity in Text-to-SQL with Multi-model Collaboration and Multi-variant Query Rephrasing.
NLPCC (2)
Yiming Huang, Jiyu Guo, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu
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 J jnl
Capacity Abuse Attack of Deep Learning Models Without Need of Label Encodings.
IEEE Trans. Artif. Intell.
Wenjian Luo, Licai Zhang, Yulin Wu, Chuanyi Liu, Peiyi Han, Rongfei Zhuang
2024 — conf
Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement.
ACL (Findings)
Wenxin Mao, Ruiqi Wang, Jiyu Guo, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu
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 — conf
A Framework of Large-Scale Peer-to-Peer Learning System.
ICONIP (2)
Yongkang Luo, Peiyi Han, Wenjian Luo, Shaocong Xue, Kesheng Chen, Linqi Song
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
2023 J jnl
LayerLog: Log sequence anomaly detection based on hierarchical semantics.
Appl. Soft Comput.
Chunkai Zhang, Xinyu Wang, Hongye Zhang, Jiahua Zhang, Hanyu Zhang, Chuanyi Liu, Peiyi Han
2023 J jnl
VESC: a new variational autoencoder based model for anomaly detection.
Int. J. Mach. Learn. Cybern.
Chunkai Zhang, Xinyu Wang, Jiahua Zhang, Shaocong Li, Hanyu Zhang, Chuanyi Liu, Peiyi Han
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 J jnl
On-manifold adversarial attack based on latent space substitute model.
Comput. Secur.
Chunkai Zhang, Xiaofeng Luo, Peiyi Han
2022 J jnl
Taking Away Both Model and Data: Remember Training Data by Parameter Combinations.
IEEE Trans. Emerg. Top. Comput. Intell.
Wenjian Luo, Licai Zhang, Peiyi Han, Chuanyi Liu, Rongfei Zhuang
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 J jnl
An efficient general black-box adversarial attack approach based on multi-objective optimization for high dimensional images.
Comput. Electr. Eng.
Chunkai Zhang, Xin Guo, Yepeng Deng, Xuan Wang, Peiyi Han, Chuanyi Liu, Hanyu Zhang
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 J jnl
Log Sequence Anomaly Detection Based on Local Information Extraction and Globally Sparse Transformer Model.
IEEE Trans. Netw. Serv. Manag.
Chunkai Zhang, Xinyu Wang, Hongye Zhang, Hanyu Zhang, Peiyi Han
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
Reconstruct Anomaly to Normal: Adversarially Learned and Latent Vector-Constrained Autoencoder for Time-Series Anomaly Detection.
PRICAI (2)
Chunkai Zhang, Wei Zuo, Shaocong Li, Xuan Wang, Peiyi Han, Chuanyi Liu
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
Pixel re-representations for better classification of images.
Pattern Recognit. Lett.
Junqian Wang, Hanyu Zhang, Peiyi Han, Chuanyi Liu, Yong Xu
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 — 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
2019 — conf
FileCrypt: Transparent and Scalable Protection of Sensitive Data in Browser-based Cloud Storage.
CNS
Peiyi Han, Chuanyi Liu, Yingfei Dong, Hezhong Pan, Qiyang Song, Binxing Fang
2019 A conf
Fingerprinting SDN Applications via Encrypted Control Traffic.
RAID
Jiahao Cao, Zijie Yang, Kun Sun, Qi Li, Mingwei Xu, Peiyi Han
2018 — conf
Automatically Crawling Dynamic Web Applications via Proxy-Based JavaScript Injection and Runtime Analysis.
DSC
Yan Li, Peiyi Han, Chuanyi Liu, Binxing Fang
2018 J jnl
IDCrypt: A Multi-User Searchable Symmetric Encryption Scheme for Cloud Applications.
IEEE Access
Guofeng Wang, Chuanyi Liu, Yingfei Dong, Peiyi Han, Hezhong Pan, Binxing Fang
2018 J jnl
Leakage Models and Inference Attacks on Searchable Encryption for Cyber-Physical Social Systems.
IEEE Access
Guofeng Wang, Chuanyi Liu, Yingfei Dong, Kim-Kwang Raymond Choo, Peiyi Han, Hezhong Pan, Binxing Fang
2017 Misc conf
A Cloud Access Security Broker based approach for encrypted data search and sharing.
ICNC
Chuanyi Liu, Guofeng Wang, Peiyi Han, Hezhong Pan, Binxing Fang
2017 C conf
Query Recovery Attacks on Searchable Encryption Based on Partial Knowledge.
SecureComm
Guofeng Wang, Chuanyi Liu, Yingfei Dong, Hezhong Pan, Peiyi Han, Binxing Fang
2017 — conf
SafeBox: A scheme for searching and sharing encrypted data in cloud applications.
SPAC
Guofeng Wang, Chuanyi Liu, Yingfei Dong, Hezhong Pan, Peiyi Han, Binxing Fang
2016 J jnl
Revisiting the Practicality of Search on Encrypted Data: From the Security Broker's Perspective.
Sci. Program.
Peiyi Han, Chuanyi Liu, Binxing Fang, Guofeng Wang, Xiaobao Song, Lei Wan