Xin Yang; Hao Yu; Xin Gao; Hao Wang; Junbo Zhang; Tianrui Li
Federated Continual Learning via Knowledge Fusion: A Survey [pdf]
IEEE Transactions on Knowledge and Data Engineering，2024 TKDE

Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li
Personalized Federated Continual Learning via Multi-Granularity Prompt [pdf]
The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining，2024 KDD

Xin Yang, Meijun Wu, Longsheng Chen, Gang Kou
Continual three-way decisions via knowledge transfer [pdf]
Applied Soft Computing, 2024, 111750 Appl. Soft Comput

Chaofan Pan, Xin Yang, Hao Wang, Wei Wei, Tianrui Li
Hi-Core: Hierarchical Knowledge Transfer for Continual Reinforcement Learning [pdf]
arXiv: 2401.15098, 2024 无

Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li
Open Continual Feature Selection via Granular-Ball Knowledge Transfer [pdf]
IEEE Transactions on Knowledge and Data Engineering, 2024. TKDE

Xin Gao, Xin Yang, Hao Yu, Yan Kang, Tianrui Li
FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer [pdf]
The 41st IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR2024) CVPR

Yujie Li, Xin Yang, Hao Wang, Xiangkun Wang, Tianrui Li
Learning to Prompt Knowledge Transfer for Open-World Continual Learning [pdf]
The 38th Annual AAAI Conference on Artificial Intelligence (AAAI2024) AAAI

Huimin Fu, Shaowei Cai, Guanfeng Wu, Jun Liu, Xin Yang, Yang Xu
Improving two-mode algorithm via probabilistic selection for solving satisfiability problem [pdf]
Information Sciences, 2024, 653: 119751. 无

Hao Wang, Zhi-Qi Cheng, Jingdong Sun, Xin Yang, Xiao Wu, Hongyang Chen, Yan Yang
Debunking free fusion myth: Online multi-view anomaly detection with disentangled product-of-experts modeling [pdf]
The 31st ACM International Conference on Multimedia (ACM MM2023) ACM MM

Miaomiao Li, Jiaqi Zhu, Xin Yang, Yi Yang, Qiang Gao and Hongan Wang
CL-WSTC: Continual Learning for Weakly Supervised Text Classification on the Internet [pdf]
The Web Conference 2023 (WWW2023) WWW

Yujie Li, Yuxuan Yang, Qiang Gao, Xin Yang
Cross-regional Fraud Detection via Continual Learning [pdf]
The 37th AAAI Conference on Artificial Intelligence (AAAI2023) AAAI

Xin Yang, Metoh Adler Loua, Meijun Wu, Li Huang, Qiang Gao
Multi-granularity stock prediction with sequential three-way decisions [pdf]
Information Sciences, 2023, 621: 524-544 无

Keyu Liu, Tianrui Li, Xibei Yang, Hengrong Ju, Xin Yang, Dun Liu
Feature selection in threes: neighborhood relevancy, redundancy, and granularity interactivity [pdf]
Applied Soft Computing, 2023, 146: 110679 Appl. Soft Comput

Xin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Tianrui Li
Granular-Ball Three-Way Decision [pdf]
International Joint Conference on Rough Sets (IJCRS2023) IJCRS

Yanhua Li, Jiafen Liu, Yihua Zhong, Xin Yang
Normal Fuzzy Three-Way Decision Based on Prospect Theory [pdf]
International Joint Conference on Rough Sets (IJCRS2023) IJCRS

Qiang Gao, Wei Wang, Li Huang, Xin Yang, Tianrui Li, Hamido Fujita
Dual-grained human mobility learning for location-aware trip recommendation with spatial–temporal graph knowledge fusion [pdf]
Information Fusion, 2023, 92: 46-63 无

Qiang Gao, Fan Zhou, Xin Yang, Guisong Liu
When Friendship Meets Sequential Human Check-ins: Inferring Social Circles with Variational Mobility [pdf]
Neurocomputing, 2023, 518: 174-189 无

Xin Yang, Yanhua Li, Tianrui Li
A review of sequential three-way decision and multi-granularity learning [pdf]
International Journal of Approximate Reasoning, 2023, 152: 414-433 IJAR

Keyu Liu, Tianrui Li, Xibei Yang, Xin Yang, Dun Liu
Neighborhood rough set based ensemble feature selection with cross-class sample granulation [pdf]
Applied Soft Computing, 2022, 131: 109747 Appl. Soft Comput

Keyu Liu, Tianrui Li, Xibei Yang, Hengrong Ju, Xin Yang, Dun Liu
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization [pdf]
International Journal of Approximate Reasoning, 2022, 148: 57-67 IJAR

Xin Yang, Yujie Li, Dun Liu, and Tianrui Li
Hierarchical fuzzy rough approximations with three-way multi-granularity learning [pdf]
IEEE Transactions on Fuzzy Systems, 2022, 30(9): 3486-3500 IEEE Trans Fuzzy Syst

Qiang Gao, Fan Zhou, Ting Zhong, Goce Trajcevski, Xin Yang, Tianrui Li
Contextual Spatio-Temporal Graph Representation Learning for Reinforced Human Mobility Mining [pdf]
Information Sciences, 2022, 606: 230-249 无

Xin Yang, Yuxuan Yang, Junfang Luo, Dun Liu, Tianrui Li
A unified incremental updating framework of attribute reduction for two-dimensionally time-evolving data [pdf]
Information Sciences, 2022, 601: 287-305 无

Qianqian, Huang, Yanyong Huang, Tianrui Li, Xin Yang
Dynamic three-way neighborhood decision model for multi-dimensional variation of incomplete hybrid data [pdf]
Information Sciences, 2022, 597: 358-391 无

Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao, Tianrui Li
Self-supervised representation learning for trip recommendation [pdf]
Knowledge-Based Systems, 2022, 247: 108791 KBS

Xin Yang, Yujie Li, Qiuke Li, Dun Liu, Tianrui Li
Temporal-spatial three-way granular computing for dynamic text sentiment classification [pdf]
Information Sciences, 2022, 596: 551-566 无

Junfang Luo, Mengjun Hu, Guangming Lang, Xin Yang, Keyun Qin
Three-way conflict analysis based on alliance and conflict functions [pdf]
Information Sciences, 2022, 594: 322-359 无

Xin Yang, Miaomiao Li, Hamido Fujita, Dun Liu, Tianrui Li
Incremental rough reduction with stable attribute group [pdf]
Information Sciences, 2022, 589:283–299 无

Xin Yang, Yujie Li, Dan Meng, Yuxuan Yang, Dun Liu, Tianrui Li
Three-way multi-granularity learning towards open topic classification [pdf]
Information Sciences, 2022, 585: 41–57 无

Keyu Liu, Tianrui Li, Xibei Yang, Xin Yang, Dun Liu, Pengfei Zhang, Jie Wang
Granular cabin: An efficient solution to neighborhood learning in big data [pdf]
Information Sciences, 583:189–201, 2022 无

Xin Yang, Yang Chen, Hamido Fujita, Dun Liu, Tianrui Li
Mixed data-driven sequential three-way decision via subjective–objective dynamic fusion [pdf]
Knowledge-Based Systems, 2022, 237: 107728 KBS

Xiaoyu Zhang, Keyu Liu, Jing Ba, Xin Yang, Xibei Yang
ROSES: A Novel Semi-supervised Feature Selector [pdf]
International Conference on Intelligent Information Processing (ICIIP2022) ICIIP

Yu Fang, Zhao-Chen Li, Xin Yang, Fan Min
3WS-ITSC: Three-Way Sampling on Imbalanced Text Data for Sentiment Classification [pdf]
International Joint Conference on Rough Sets (IJCRS2022) IJCRS