Dynamic Updating Rough Approximations in Distributed Information Systems. - Yanyong Huang; Tianrui Li 001; Chuan Luo 001; Shi-Jinn Horng (ISKE, 2015)

Dynamic Maintenance of Rough Fuzzy Approximations with the Variation of Objects and Attributes. - Yanyong Huang; Tianrui Li 001; Shi-Jinn Horng (RSFDGrC, 2015)

Matrix-Based Rough Set Approach for Dynamic Probabilistic Set-Valued Information Systems. - Yanyong Huang; Tianrui Li 001; Chuan Luo 001; Shi-Jinn Horng (IJCRS, 2016)

Diverse activation functions in deep learning. - Bin Wang 045; Tianrui Li 001; Yanyong Huang; Huaishao Luo; Dongming Guo; Shi-Jinn Horng (ISKE, 2017)

Matrix-based dynamic updating rough fuzzy approximations for data mining. - Yanyong Huang; Tianrui Li 001; Chuan Luo 001; Hamido Fujita; Shi-Jinn Horng (Knowl. Based Syst., 2017)

Dynamic variable precision rough set approach for probabilistic set-valued information systems. - Yanyong Huang; Tianrui Li 001; Chuan Luo 001; Hamido Fujita; Shi-Jinn Horng (Knowl. Based Syst., 2017)

Dynamic Fusion of Multisource Interval-Valued Data by Fuzzy Granulation. - Yanyong Huang; Tianrui Li 001; Chuan Luo 001; Hamido Fujita; Shi-Jinn Horng (IEEE Trans. Fuzzy Syst., 2018)

Updating three-way decisions in incomplete multi-scale information systems. - Chuan Luo 001; Tianrui Li 001; Yanyong Huang; Hamido Fujita (Inf. Sci., 2019)

A novel quantum grasshopper optimization algorithm for feature selection. - Dong Wang; Hongmei Chen 001; Tianrui Li 001; Jihong Wan; Yanyong Huang (Int. J. Approx. Reason., 2020)

Incremental three-way neighborhood approach for dynamic incomplete hybrid data. - Qianqian Huang; Tianrui Li 001; Yanyong Huang; Xin Yang 012 (Inf. Sci., 2020)

Dynamic maintenance of rough approximations in multi-source hybrid information systems. - Yanyong Huang; Tianrui Li 001; Chuan Luo 001; Hamido Fujita; Shi-Jinn Horng; Bin Wang 045 (Inf. Sci., 2020)

Dynamic dominance rough set approach for processing composite ordered data. - Qianqian Huang; Tianrui Li 001; Yanyong Huang; Xin Yang 012; Hamido Fujita (Knowl. Based Syst., 2020)

Dynamic Knowledge Acquisition from Complex Data with Rough Sets. - Yanyong Huang (2020)

Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences. - Fengmao Lv; Xiang Chen; Yanyong Huang; Lixin Duan; Guosheng Lin (CVPR, 2021)

A Robust Method for Simultaneous Unsupervised Feature Selection and Clustering. - Naichuan Zhang; Yanyong Huang (ISKE, 2021)

ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors. - Huaishao Luo; Lei Ji 001; Yanyong Huang; Bin Wang 045; Shenggong Ji; Tianrui Li 001 (CoRR, 2021)

Adaptive graph-based generalized regression model for unsupervised feature selection. - Yanyong Huang; Zongxin Shen; Fuxu Cai; Tianrui Li 001; Fengmao Lv (Knowl. Based Syst., 2021)

Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. - Zhewen Duan; Xiuwen Yi; Peng Li; Dekang Qi; Yexin Li; Haoran Xu 003; Yanyong Huang; Junbo Zhang; Yu Zheng 004 (DASFAA (2), 2022)

C$^{2}$IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection. - Yanyong Huang; Zongxin Shen; Yuxin Cai; Xiuwen Yi; Dongjie Wang; Fengmao Lv; Tianrui Li 001 (CoRR, 2022)

Matrix representation of the conditional entropy for incremental feature selection on multi-source data. - Yanyong Huang; Kejun Guo; Xiuwen Yi; Zhong Li 001; Tianrui Li 001 (Inf. Sci., 2022)

Dynamic three-way neighborhood decision model for multi-dimensional variation of incomplete hybrid data. - Qianqian Huang; Yanyong Huang; Tianrui Li 001; Xin Yang 012 (Inf. Sci., 2022)

Orthogonally constrained matrix factorization for robust unsupervised feature selection with local preserving. - Chuan Luo 001; Jian Zheng; Tianrui Li 001; Hongmei Chen 001; Yanyong Huang; Xi Peng (Inf. Sci., 2022)

T-copula and Wasserstein distance-based stochastic neighbor embedding. - Yanyong Huang; Kejun Guo; Xiuwen Yi; Jing Yu; Zongxin Shen; Tianrui Li 001 (Knowl. Based Syst., 2022)

Novel fuzzy rank discrimination measures for monotonic ordinal feature selection. - Chuan Luo 001; Hong Pi; Tianrui Li 001; Hongmei Chen 001; Yanyong Huang (Knowl. Based Syst., 2022)

Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach. - Xiuwen Yi; Xiaodu Yang; Yanyong Huang; Songyu Ke; Junbo Zhang; Tianrui Li 001; Yu Zheng 004 (IEEE Trans. Knowl. Data Eng., 2022)

Automated urban planning aware spatial hierarchies and human instructions. - Dongjie Wang; Kunpeng Liu 001; Yanyong Huang; Leilei Sun; Bowen Du 001; Yanjie Fu (Knowl. Inf. Syst., 2023)

Neural Clustering and Ranking Approach for Gas-Theft Suspect Detection. - Lusheng Pan; Xiuwen Yi; Shun Chen; Yanyong Huang; Yu Zheng 004 (Hum. Centric Intell. Syst., 2023)

Incremental unsupervised feature selection for dynamic incomplete multi-view data. - Yanyong Huang; Kejun Guo; Xiuwen Yi; Zhong Li 001; Tianrui Li 001 (Inf. Fusion, 2023)

C2IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection. - Yanyong Huang; Zongxin Shen; Yuxin Cai; Xiuwen Yi; Dongjie Wang; Fengmao Lv; Tianrui Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans. - Junlin Fang; Wenya Wang 001; Tianze Luo; Yanyong Huang; Fengmao Lv (CIKM, 2024)

Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data. - Yanyong Huang; Zongxin Shen; Tianrui Li 001; Fengmao Lv (IJCAI, 2024)

Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. - Dekang Qi; Xiuwen Yi; Chengjie Guo; Yanyong Huang; Junbo Zhang; Tianrui Li 001; Yu Zheng 004 (KDD, 2024)

Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection. - Yanyong Huang; Li Yang; Dongjie Wang; Ke Li; Xiuwen Yi; Fengmao Lv; Tianrui Li 001 (CoRR, 2024)

Causally-Aware Unsupervised Feature Selection Learning. - Zongxin Shen; Yanyong Huang; Minbo Ma; Tianrui Li 001 (CoRR, 2024)

CONDEN-FI: Consistency and Diversity Learning-based Multi-View Unsupervised Feature and In-stance Co-Selection. - Yanyong Huang; Yuxin Cai; Dongjie Wang; Xiuwen Yi; Tianrui Li 001 (CoRR, 2024)

TIME-FS: Joint Learning of Tensorial Incomplete Multi-View Unsupervised Feature Selection and Missing-View Imputation. - Yanyong Huang; Minghui Lu; Wei Huang 037; Xiuwen Yi; Tianrui Li 001 (AAAI, 2025)

Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. - Dongjie Wang; Yanyong Huang; Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Xinyuan Wang 011; Sixun Dong; Tao Zhe; Kunpeng Liu 001; Meng Xiao 001; Pengfei Wang 008; Pengyang Wang; et al. (CoRR, 2025)

Iterative Feature Space Optimization through Incremental Adaptive Evaluation. - Yanping Wu; Yanyong Huang; Zhengzhang Chen; Zijun Yao 001; Yanjie Fu; Kunpeng Liu 001; Xiao Luo 001; Dongjie Wang (CoRR, 2025)