Semi-supervised Feature Selection via Rescaled Linear Regression. - Xiaojun Chen 006; Guowen Yuan; Feiping Nie 001; Joshua Zhexue Huang (IJCAI, 2017)

A Stratified Feature Ranking Method for Supervised Feature Selection. - Renjie Chen 004; Xiaojun Chen 006; Guowen Yuan; Wenya Sun; Qingyao Wu (AAAI, 2018)

Discriminative Semi-Supervised Feature Selection via Rescaled Least Squares Regression-Supplement. - Guowen Yuan; Xiaojun Chen 006; Chen Wang 032; Feiping Nie 001; Liping Jing (AAAI, 2018)

Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data. - Xiaojun Chen 006; Guowen Yuan; Wenting Wang; Feiping Nie 001; Xiaojun Chang; Joshua Zhexue Huang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Semi-Supervised Feature Selection with Adaptive Discriminant Analysis. - Weichan Zhong; Xiaojun Chen 006; Guowen Yuan; Yiqin Li; Feiping Nie 001 (AAAI, 2019)

Integrating Domain Knowledge in AI-Assisted Criminal Sentencing of Drug Trafficking Cases. - Tien-Hsuan Wu; Ben Kao; Anne S. Y. Cheung; Michael M. K. Cheung; Chen Wang; Yongxi Chen; Guowen Yuan; Reynold Cheng (JURIX, 2020)

Semi-Supervised Feature Selection via Sparse Rescaled Linear Square Regression. - Xiaojun Chen 006; Guowen Yuan; Feiping Nie 001; Zhong Ming 001 (IEEE Trans. Knowl. Data Eng., 2020)

Semantic Search and Summarization of Judgments Using Topic Modeling. - Tien-Hsuan Wu; Ben Kao; Felix Chan; Anne S. Y. Cheung; Michael M. K. Cheung; Guowen Yuan; Yongxi Chen (JURIX, 2021)

Semisupervised Feature Selection With Sparse Discriminative Least Squares Regression. - Chen Wang 032; Xiaojun Chen 006; Guowen Yuan; Feiping Nie 001; Min Yang 007 (IEEE Trans. Cybern., 2022)

CEMA - Cost-Efficient Machine-Assisted Document Annotations. - Guowen Yuan; Ben Kao; Tien-Hsuan Wu (AAAI, 2023)

Adversarial Demonstration Learning for Low-resource NER Using Dual Similarity. - Guowen Yuan; Tien-Hsuan Wu; Lianghao Xia; Ben Kao (CoRR, 2025)