A unified framework of dynamic three-way probabilistic rough sets. - Xin Yang 012; Tianrui Li 001; Dun Liu; Hongmei Chen 001; Chuan Luo 001 (Inf. Sci., 2017)

A unified model of sequential three-way decisions and multilevel incremental processing. - Xin Yang 012; Tianrui Li 001; Hamido Fujita; Dun Liu; Yiyu Yao (Knowl. Based Syst., 2017)

Composite Sequential Three-Way Decisions. - Xin Yang 012; Ning Wang; Tianrui Li 001; Dun Liu; Chuan Luo 001 (IJCSR, 2018)

Dynamic composite decision-theoretic rough set under the change of attributes. - Linna Wang; Xin Yang 012; Yong Chen; Ling Liu; Shiyong An; Pan Zhuo (Int. J. Comput. Intell. Syst., 2018)

基于决策粗糙集的广义序贯三支决策方法 (Generalized Sequential Three-way Decisions Approach Based on Decision-theoretic Rough Sets). - Xin Yang 012; Tianrui Li 001; Dun Liu; Yu Fang; Ning Wang (计算机科学, 2018)

监督邻域粗糙集 (Supervised Neighborhood Rough Set). - Linna Wang; Xin Yang 012; Xibei Yang (计算机科学, 2018)

Dynamical Information Fusion of Multisource Incomplete Hybrid Information Systems Based on Conditional Entropy. - Qianqian Huang; Tianrui Li 001; Xin Yang 012; Jie Hu 007 (ISKE, 2019)

A Hash Method for Calculating Rough Set Approximations. - Guoqiang Wang; Tianrui Li 001; Qianqian Huang; Xin Yang 012 (ISKE, 2019)

Urban flows prediction from spatial-temporal data using machine learning: A survey. - Peng Xie 002; Tianrui Li 001; Jia Liu 033; Shengdong Du; Xin Yang 012; Junbo Zhang (CoRR, 2019)

A sequential three-way approach to multi-class decision. - Xin Yang 012; Tianrui Li 001; Hamido Fujita; Dun Liu (Int. J. Approx. Reason., 2019)

A temporal-spatial composite sequential approach of three-way granular computing. - Xin Yang 012; Tianrui Li 001; Dun Liu; Hamido Fujita (Inf. Sci., 2019)

An efficient selector for multi-granularity attribute reduction. - Keyu Liu; Xibei Yang; Hamido Fujita; Dun Liu; Xin Yang 012; Yuhua Qian (Inf. Sci., 2019)

Urban big data fusion based on deep learning: An overview. - Jia Liu 033; Tianrui Li 001; Peng Xie 002; Shengdong Du; Fei Teng 001; Xin Yang 012 (Inf. Fusion, 2020)

Urban flow prediction from spatiotemporal data using machine learning: A survey. - Peng Xie 002; Tianrui Li 001; Jia Liu 033; Shengdong Du; Xin Yang 012; Junbo Zhang (Inf. Fusion, 2020)

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

A multilevel neighborhood sequential decision approach of three-way granular computing. - Xin Yang 012; Tianrui Li 001; Dun Liu; Hamido Fujita (Inf. Sci., 2020)

Local temporal-spatial multi-granularity learning for sequential three-way granular computing. - Xin Yang 012; Yingying Zhang; Hamido Fujita; Dun Liu; Tianrui Li 001 (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)

Quickly calculating reduct: An attribute relationship based approach. - Xiansheng Rao; Xibei Yang; Xin Yang 012; Xiangjian Chen; Dun Liu; Yuhua Qian (Knowl. Based Syst., 2020)

Three-way decisions: beyond rough sets and granular computing. - Dun Liu; Xin Yang 012; Tianrui Li 001 (Int. J. Mach. Learn. Cybern., 2020)

A Framework for Feature Construction Based on Neighborhood Rough Set. - Yang Chen; Xin Yang 012; Jiani Zheng; Wei Wang 336 (ISKE, 2021)

Self-supervised Representation Learning for Trip Recommendation. - Qiang Gao 003; Wei Wang 336; Kunpeng Zhang 001; Xin Yang 012; Congcong Miao (CoRR, 2021)

Incremental fuzzy probability decision-theoretic approaches to dynamic three-way approximations. - Xin Yang 012; Dun Liu; Xibei Yang; Keyu Liu; Tianrui Li 001 (Inf. Sci., 2021)

ROSES: A Novel Semi-supervised Feature Selector. - Xiaoyu Zhang; Keyu Liu; Jing Ba; Xin Yang 012; Xibei Yang (IIP, 2022)

3WS-ITSC: Three-Way Sampling on Imbalanced Text Data for Sentiment Classification. - Yu Fang; Zhao-Chen Li; Xin Yang 012; Fan Min 001 (IJCRS, 2022)

Neighborhood rough set based ensemble feature selection with cross-class sample granulation. - Keyu Liu; Tianrui Li 001; Xibei Yang; Xin Yang 012; Dun Liu (Appl. Soft Comput., 2022)

Forgetting Prevention for Cross-regional Fraud Detection with Heterogeneous Trade Graph. - Yujie Li 007; Yuxuan Yang; Xin Yang 012; Qiang Gao 003; Fan Zhou 002 (CoRR, 2022)

Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization. - Keyu Liu; Tianrui Li 001; Xibei Yang; Hengrong Ju; Xin Yang 012; Dun Liu (Int. J. Approx. Reason., 2022)

Contextual spatio-temporal graph representation learning for reinforced human mobility mining. - Qiang Gao 003; Fan Zhou 002; Ting Zhong; Goce Trajcevski; Xin Yang 012; 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)

Granular cabin: An efficient solution to neighborhood learning in big data. - Keyu Liu; Tianrui Li 001; Xibei Yang; Xin Yang 012; Dun Liu; Pengfei Zhang 016; Jie Wang 152 (Inf. Sci., 2022)

Three-way conflict analysis based on alliance and conflict functions. - Junfang Luo; Mengjun Hu; Guangming Lang; Xin Yang 012; Keyun Qin (Inf. Sci., 2022)

Incremental rough reduction with stable attribute group. - Xin Yang 012; Miaomiao Li 007; Hamido Fujita; Dun Liu; Tianrui Li 001 (Inf. Sci., 2022)

Temporal-spatial three-way granular computing for dynamic text sentiment classification. - Xin Yang 012; Yujie Li 007; Qiuke Li; Dun Liu; Tianrui Li 001 (Inf. Sci., 2022)

Three-way multi-granularity learning towards open topic classification. - Xin Yang 012; Yujie Li 007; Dan Meng 004; Yuxuan Yang; Dun Liu; Tianrui Li 001 (Inf. Sci., 2022)

A unified incremental updating framework of attribute reduction for two-dimensionally time-evolving data. - Xin Yang 012; Yuxuan Yang; Junfang Luo; Dun Liu; Tianrui Li 001 (Inf. Sci., 2022)

Self-supervised representation learning for trip recommendation. - Qiang Gao 003; Wei Wang 336; Kunpeng Zhang 001; Xin Yang 012; Congcong Miao; Tianrui Li 001 (Knowl. Based Syst., 2022)

Mixed data-driven sequential three-way decision via subjective-objective dynamic fusion. - Xin Yang 012; Yang Chen; Hamido Fujita; Dun Liu; Tianrui Li 001 (Knowl. Based Syst., 2022)

Hierarchical Fuzzy Rough Approximations With Three-Way Multigranularity Learning. - Xin Yang 012; Yujie Li 007; Dun Liu; Tianrui Li 001 (IEEE Trans. Fuzzy Syst., 2022)

Cross-Regional Fraud Detection via Continual Learning (Student Abstract). - Yujie Li 007; Yuxuan Yang; Qiang Gao 003; Xin Yang 012 (AAAI, 2023)

Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling. - Hao Wang 068; Zhi-Qi Cheng; Jingdong Sun; Xin Yang 012; Xiao Wu 001; Hongyang Chen; Yan Yang 001 (ACM Multimedia, 2023)

Granular-Ball Three-Way Decision. - Xin Yang 012; Yanhua Li; Shuyin Xia; Xiaoyu Lian; Guoyin Wang 001; Tianrui Li 001 (IJCRS, 2023)

CL-WSTC: Continual Learning for Weakly Supervised Text Classification on the Internet. - Miaomiao Li 007; Jiaqi Zhu 001; Xin Yang 012; Yi Yang 060; Qiang Gao 003; Hongan Wang (WWW, 2023)

A review of sequential three-way decision and multi-granularity learning. - Xin Yang 012; Yanhua Li; Tianrui Li 001 (Int. J. Approx. Reason., 2023)

When Friendship Meets Sequential Human Check-ins: Inferring Social Circles with Variational Mobility. - Qiang Gao 003; Fan Zhou 002; Xin Yang 012; Guisong Liu (Neurocomputing, 2023)

Dual-grained human mobility learning for location-aware trip recommendation with spatial-temporal graph knowledge fusion. - Qiang Gao 003; Wei Wang 336; Li Huang 002; Xin Yang 012; Tianrui Li 001; Hamido Fujita (Inf. Fusion, 2023)

Multi-granularity stock prediction with sequential three-way decisions. - Xin Yang 012; Metoh Adler Loua; Meijun Wu; Li Huang 002; Qiang Gao 003 (Inf. Sci., 2023)

Feature selection in threes: Neighborhood relevancy, redundancy, and granularity interactivity. - Keyu Liu; Tianrui Li 001; Xibei Yang; Hengrong Ju; Xin Yang 012; Dun Liu (Appl. Soft Comput., 2023)

Learning to Prompt Knowledge Transfer for Open-World Continual Learning. - Yujie Li 007; Xin Yang 012; Hao Wang 068; Xiangkun Wang; Tianrui Li 001 (AAAI, 2024)

FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer. - Xin Gao; Xin Yang 012; Hao Yu; Yan Kang 001; Tianrui Li 001 (CVPR Workshops, 2024)

Personalized Federated Continual Learning via Multi-Granularity Prompt. - Hao Yu; Xin Yang 012; Xin Gao; Yan Kang 001; Hao Wang 068; Junbo Zhang; Tianrui Li 001 (KDD, 2024)

Overcoming Spatial-Temporal Catastrophic Forgetting for Federated Class-Incremental Learning. - Hao Yu; Xin Yang 012; Xin Gao; Yihui Feng; Hao Wang 068; Yan Kang 001; Tianrui Li 001 (ACM Multimedia, 2024)

Continual three-way decisions via knowledge transfer. - Xin Yang 012; Meijun Wu; Longsheng Chen; Gang Kou (Appl. Soft Comput., 2024)

Hi-Core: Hierarchical Knowledge Transfer for Continual Reinforcement Learning. - Chaofan Pan; Xin Yang 012; Hao Wang 068; Wei Wei 018; Tianrui Li 001 (CoRR, 2024)

Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor. - Hao Yu; Xin Yang 012; Le Zhang 001; Hanlin Gu; Tianrui Li 001; Lixin Fan; Qiang Yang 001 (CoRR, 2024)

Three-way open intent classification with nearest centroid-based representation. - Yanhua Li; Jiafen Liu; Longhao Yang; Chaofan Pan; Xiangkun Wang; Xin Yang 012 (Inf. Sci., 2024)

Federated Continual Learning via Knowledge Fusion: A Survey. - Xin Yang 012; Hao Yu; Xin Gao; Hao Wang 068; Junbo Zhang; Tianrui Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Open Continual Feature Selection via Granular-Ball Knowledge Transfer. - Xuemei Cao 001; Xin Yang 012; Shuyin Xia; Guoyin Wang 001; Tianrui Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Cross-Regional Fraud Detection via Continual Learning With Knowledge Transfer. - Yujie Li 007; Xin Yang 012; Qiang Gao 003; Hao Wang 068; Junbo Zhang; Tianrui Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary. - Yanhua Li; Xiaocao Ouyang; Chaofan Pan; Jie Zhang; Sen Zhao 001; Shuyin Xia; Xin Yang 012; Guo-Yin Wang 001; Tianrui Li 001 (AAAI, 2025)

Dynamic Uncertainty Estimation for Offline Reinforcement Learning. - Jiesheng Wang; Lin Li 090; Wei Wei 018; Yujia Zhang; Xin Yang 012 (AAAI, 2025)

Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping. - Guannan Lai; Yujie Li 007; Xiangkun Wang; Junbo Zhang; Tianrui Li 001; Xin Yang 012 (CVPR, 2025)

Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor. - Hao Yu; Xin Yang 012; Le Zhang 001; Hanlin Gu; Tianrui Li 001; Lixin Fan; Qiang Yang 001 (CVPR, 2025)

Open continual sampling with hypersphere knowledge transfer for rapid feature selection. - Xuemei Cao 001; Xiangkun Wang; Haoyang Liang; Bingjun Wei; Xin Yang 012 (Appl. Soft Comput., 2025)

Fusion-enhanced multi-label feature selection with sparse supplementation. - Yonghao Li; Xiangkun Wang; Xin Yang 012; Wanfu Gao; Weiping Ding 001; Tianrui Li 001 (Inf. Fusion, 2025)

Enhancing few-sample spatio-temporal prediction via relational fusion-based hypergraph neural network. - Xiaocao Ouyang; Yanhua Li; Dongyu Guo; Wei Huang 037; Xin Yang 012; Yan Yang 001; Junbo Zhang; Tianrui Li 001 (Inf. Fusion, 2025)

Pre-training Enhanced Transformer for multivariate time series anomaly detection. - Chao Wang; Haochen Shi; Jie Hu 007; Xin Yang 012; Junbo Zhang; Shengdong Du; Tianrui Li 001 (Inf. Fusion, 2025)

RACE: Robust adaptive and clustering elimination for noisy labels in continual learning. - Xiaolong Yang; Guannan Lai; Dan Meng 004; Xuemei Cao 001; Xin Yang 012 (Knowl. Based Syst., 2025)

A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing. - Guannan Lai; Yihui Feng; Xin Yang 012; Xiaoyu Deng; Hao Yu; Shuyin Xia; Guoyin Wang 001; Tianrui Li 001 (CoRR, 2025)

Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer. - Yujie Li 007; Guannan Lai; Xin Yang 012; Yonghao Li; Marcello M. Bonsangue; Tianrui Li 001 (CoRR, 2025)

Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data. - Yujie Li 007; Xiangkun Wang; Xin Yang 012; Marcello M. Bonsangue; Junbo Zhang; Tianrui Li 001 (CoRR, 2025)

Action-Adaptive Continual Learning: Enabling Policy Generalization under Dynamic Action Spaces. - Chaofan Pan; Jiafen Liu; Yanhua Li; Linbo Xiong; Fan Min 001; Wei Wei 018; Xin Yang 012 (CoRR, 2025)

ErrorEraser: Unlearning Data Bias for Improved Continual Learning. - Xuemei Cao 001; Hanlin Gu; Xin Yang 012; Bingjun Wei; Haoyang Liang; Xiangkun Wang; Tianrui Li 001 (CoRR, 2025)

A Survey of Continual Reinforcement Learning. - Chaofan Pan; Xin Yang 012; Yanhua Li; Wei Wei 018; Tianrui Li 001; Bo An 001; Jiye Liang (CoRR, 2025)

Ten Challenging Problems in Federated Foundation Models. - Tao Fan 002; Hanlin Gu; Xuemei Cao 001; Chee Seng Chan; Qian Chen; Yiqiang Chen 001; Yihui Feng; Yang Gu 001; Jiaxiang Geng; Bing Luo; Shuoling Liu; WinKent Ong; et al. (IEEE Trans. Knowl. Data Eng., 2025)

Star: semi-supervised tripartite attribute reduction. - Keyu Liu; Damo Qian; Tianrui Li 001; Xibei Yang; Tengyu Yin; Xin Yang 012; Dun Liu (Int. J. Mach. Learn. Cybern., 2025)