A Mixed Co-clustering Algorithm Based on Information Bottleneck. - Yongli Liu; Tianyi Duan; Xing Wan; Hao Chao (J. Inf. Process. Syst., 2017)

Towards Interpretable and Learnable Risk Analysis for Entity Resolution. - Zhaoqiang Chen; Qun Chen 001; Boyi Hou; Tianyi Duan; Zhanhuai Li; Guoliang Li 001 (CoRR, 2019)

Incremental fuzzy clustering based on a fuzzy scatter matrix. - Yongli Liu; Hengda Wang; Tianyi Duan; Jingli Chen; Hao Chao (J. Inf. Process. Syst., 2019)

Risk-based Adaptive Deep Learning for Entity Resolution. - Qun Chen 001; Zhaoqiang Chen; Youcef Nafa; Tianyi Duan; Zhanhuai Li (CoRR, 2020)

DNN-driven Gradual Machine Learning for Aspect-term Sentiment Analysis. - Murtadha H. M. Ahmed; Qun Chen 001; Yanyan Wang; Youcef Nafa; Zhanhuai Li; Tianyi Duan (ACL/IJCNLP (Findings), 2021)

Active deep learning on entity resolution by risk sampling. - Youcef Nafa; Qun Chen 001; Zhaoqiang Chen; Xingyu Lu; Haiyang He; Tianyi Duan; Zhanhuai Li (Knowl. Based Syst., 2022)

Adaptive deep learning for entity resolution by risk analysis. - Qun Chen 001; Zhaoqiang Chen; Youcef Nafa; Tianyi Duan; Wei Pan 007; Lijun Zhang 003; Zhanhuai Li (Knowl. Based Syst., 2023)

LoRA-BAM: Input Filtering for Fine-tuned LLMs via Boxed Abstraction Monitors over LoRA Layers. - Changshun Wu; Tianyi Duan; Saddek Bensalem; Chih-Hong Cheng (CoRR, 2025)