Xin Yang

103 papers A* 12Misc 3Journal 80Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beneficial noise learning for open intent classification via granular-ball representation.
Pattern Recognit.
Yanhua Li, Xiaocao Ouyang, Jie Zhang, Chaofan Pan, Lingfei Ren, Xin Yang
2026 J jnl
Continual deep multi-view clustering via contrastive knowledge replay.
Pattern Recognit.
Haoyang Liang, Bingjun Wei, Xuemei Cao, Jiafen Liu, Xiaocao Ouyang, Jiangtao Qiu, Hao Wang, Xin Yang, Tianrui Li
2026 A* conf
Enhanced Federated Deep Multi-View Clustering Under Uncertainty Scenario.
AAAI
Bingjun Wei, Xuemei Cao, Jiafen Liu, Haoyang Liang, Xin Yang
2026 J jnl
Federated open intent classification via granular-ball knowledge representation.
Neural Networks
Jie Zhang, Yanhua Li, Xiaocao Ouyang, Linbo Xiong, Xiangkun Wang, Jingkai Wang, Xin Yang, Tianrui Li
2026 J jnl
G-GBC: A Gaussian mixture-based granular ball computing method for robust CNN classification under noisy labels.
Knowl. Based Syst.
Junxiao Yang, Qiang Liu, Xuemei Cao, Fei Li, Xin Yang
2026 J jnl
Lifelong multi-view clustering with anchor-prototype collaboration.
Pattern Recognit.
Yangyang Wang, Yonghao Li, Xuemei Cao, Hao Yu, Jiafen Liu, Xin Yang
2026 J jnl
Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey.
IEEE Commun. Surv. Tutorials
Yichen Li, Haozhao Wang, Wenchao Xu, Tianzhe Xiao, Hong Liu, Minzhu Tu, Yuying Wang, Xin Yang, Rui Zhang, Shui Yu, Song Guo, Ruixuan Li
2025 J jnl
A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing.
CoRR
Guannan Lai, Yihui Feng, Xin Yang, Xiaoyu Deng, Hao Yu, Shuyin Xia, Guoyin Wang, Tianrui Li
2025 J jnl
A Survey of Continual Reinforcement Learning.
CoRR
Chaofan Pan, Xin Yang, Yanhua Li, Wei Wei, Tianrui Li, Bo An, Jiye Liang
2025 J jnl
Action-Adaptive Continual Learning: Enabling Policy Generalization under Dynamic Action Spaces.
CoRR
Chaofan Pan, Jiafen Liu, Yanhua Li, Linbo Xiong, Fan Min, Wei Wei, Xin Yang
2025 A* conf
Dynamic Uncertainty Estimation for Offline Reinforcement Learning.
AAAI
Jiesheng Wang, Lin Li, Wei Wei, Yujia Zhang, Xin Yang
2025 J jnl
Enhanced Federated Deep Multi-View Clustering under Uncertainty Scenario.
CoRR
Bingjun Wei, Xuemei Cao, Jiafen Liu, Haoyang Liang, Xin Yang
2025 J jnl
Enhancing cross-city spatio-temporal prediction via dynamic multi-scale hypergraph learning with domain adversarial training.
Knowl. Based Syst.
Xiaocao Ouyang, Yanhua Li, Jie Zhang, Xin Yang, Yan Yang, Junbo Zhang, Wei Huang, Tianrui Li, Zhiquan Liu
2025 J jnl
Enhancing few-sample spatio-temporal prediction via relational fusion-based hypergraph neural network.
Inf. Fusion
Xiaocao Ouyang, Yanhua Li, Dongyu Guo, Wei Huang, Xin Yang, Yan Yang, Junbo Zhang, Tianrui Li
2025 — conf
ErrorEraser: Unlearning Data Bias for Improved Continual Learning.
KDD (2)
Xuemei Cao, Hanlin Gu, Xin Yang, Bingjun Wei, Haoyang Liang, Xiangkun Wang, Tianrui Li
2025 J jnl
ErrorEraser: Unlearning Data Bias for Improved Continual Learning.
CoRR
Xuemei Cao, Hanlin Gu, Xin Yang, Bingjun Wei, Haoyang Liang, Xiangkun Wang, Tianrui Li
2025 J jnl
Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer.
CoRR
Yujie Li, Guannan Lai, Xin Yang, Yonghao Li, Marcello M. Bonsangue, Tianrui Li
2025 J jnl
Fusion-enhanced multi-label feature selection with sparse supplementation.
Inf. Fusion
Yonghao Li, Xiangkun Wang, Xin Yang, Wanfu Gao, Weiping Ding, Tianrui Li
2025 A* conf
Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor.
CVPR
Hao Yu, Xin Yang, Le Zhang, Hanlin Gu, Tianrui Li, Lixin Fan, Qiang Yang
2025 — conf
Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data.
KDD (2)
Yujie Li, Xiangkun Wang, Xin Yang, Marcello M. Bonsangue, Junbo Zhang, Tianrui Li
2025 J jnl
Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data.
CoRR
Yujie Li, Xiangkun Wang, Xin Yang, Marcello M. Bonsangue, Junbo Zhang, Tianrui Li
2025 J jnl
Large-Small Model Collaborative Framework for Federated Continual Learning.
CoRR
Hao Yu, Xin Yang, Boyang Fan, Xuemei Cao, Hanlin Gu, Lixin Fan, Qiang Yang
2025 A* conf
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary.
AAAI
Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guo-Yin Wang, Tianrui Li
2025 A* conf
Multi-granularity Knowledge Transfer for Continual Reinforcement Learning.
IJCAI
Chaofan Pan, Lingfei Ren, Yihui Feng, Linbo Xiong, Wei Wei, Yonghao Li, Xin Yang
2025 J jnl
Negative label-Aware and correlation-Enhanced multi-Label feature selection.
Knowl. Based Syst.
Xiang Li, Huimin Fu, Xiaoou Huang, Tianyi Xie, Lingfei Ren, Wanfu Gao, Yonghao Li, Xin Yang
2025 J jnl
Open continual sampling with hypersphere knowledge transfer for rapid feature selection.
Appl. Soft Comput.
Xuemei Cao, Xiangkun Wang, Haoyang Liang, Bingjun Wei, Xin Yang
2025 A* conf
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping.
CVPR
Guannan Lai, Yujie Li, Xiangkun Wang, Junbo Zhang, Tianrui Li, Xin Yang
2025 J jnl
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping.
CoRR
Guannan Lai, Yujie Li, Xiangkun Wang, Junbo Zhang, Tianrui Li, Xin Yang
2025 J jnl
Pre-training Enhanced Transformer for multivariate time series anomaly detection.
Inf. Fusion
Chao Wang, Haochen Shi, Jie Hu, Xin Yang, Junbo Zhang, Shengdong Du, Tianrui Li
2025 J jnl
RACE: Robust adaptive and clustering elimination for noisy labels in continual learning.
Knowl. Based Syst.
Xiaolong Yang, Guannan Lai, Dan Meng, Xuemei Cao, Xin Yang
2025 J jnl
Robust open intent classification in many-shot and few-shot scenarios.
Neural Networks
Jingkai Wang, Xiangkun Wang, Jiafen Liu, Xiaocao Ouyang, Yanhua Li, Jie Zhang, Xin Yang
2025 J jnl
Star: semi-supervised tripartite attribute reduction.
Int. J. Mach. Learn. Cybern.
Keyu Liu, Damo Qian, Tianrui Li, Xibei Yang, Tengyu Yin, Xin Yang, Dun Liu
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
CoRR
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
IEEE Trans. Knowl. Data Eng.
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
Three-way conflict analysis based on alliance and conflict functions.
CoRR
Junfang Luo, Mengjun Hu, Guangming Lang, Xin Yang, Keyun Qin
2024 J jnl
Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor.
CoRR
Hao Yu, Xin Yang, Le Zhang, Hanlin Gu, Tianrui Li, Lixin Fan, Qiang Yang
2024 J jnl
Continual three-way decisions via knowledge transfer.
Appl. Soft Comput.
Xin Yang, Meijun Wu, Longsheng Chen, Gang Kou
2024 J jnl
Cross-Regional Fraud Detection via Continual Learning With Knowledge Transfer.
IEEE Trans. Knowl. Data Eng.
Yujie Li, Xin Yang, Qiang Gao, Hao Wang, Junbo Zhang, Tianrui Li
2024 — conf
FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer.
CVPR Workshops
Xin Gao, Xin Yang, Hao Yu, Yan Kang, Tianrui Li
2024 J jnl
FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer.
CoRR
Xin Gao, Xin Yang, Hao Yu, Yan Kang, Tianrui Li
2024 J jnl
Federated Continual Learning via Knowledge Fusion: A Survey.
IEEE Trans. Knowl. Data Eng.
Xin Yang, Hao Yu, Xin Gao, Hao Wang, Junbo Zhang, Tianrui Li
2024 — conf
Granular-Ball Three-Way Decision for Robust Text Classification.
IJCRS (3)
Jie Zhang, Yanhua Li, Xiaocao Ouyang, Lingfei Ren, Xin Yang
2024 J jnl
Hi-Core: Hierarchical Knowledge Transfer for Continual Reinforcement Learning.
CoRR
Chaofan Pan, Xin Yang, Hao Wang, Wei Wei, Tianrui Li
2024 A* conf
Learning to Prompt Knowledge Transfer for Open-World Continual Learning.
AAAI
Yujie Li, Xin Yang, Hao Wang, Xiangkun Wang, Tianrui Li
2024 J jnl
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary.
CoRR
Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guoyin Wang, Tianrui Li
2024 J jnl
Open Continual Feature Selection via Granular-Ball Knowledge Transfer.
CoRR
Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li
2024 J jnl
Open Continual Feature Selection via Granular-Ball Knowledge Transfer.
IEEE Trans. Knowl. Data Eng.
Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li
2024 A* conf
Overcoming Spatial-Temporal Catastrophic Forgetting for Federated Class-Incremental Learning.
ACM Multimedia
Hao Yu, Xin Yang, Xin Gao, Yihui Feng, Hao Wang, Yan Kang, Tianrui Li
2024 A* conf
Personalized Federated Continual Learning via Multi-Granularity Prompt.
KDD
Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li
2024 J jnl
Personalized Federated Continual Learning via Multi-granularity Prompt.
CoRR
Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li
2024 J jnl
Three-way open intent classification with nearest centroid-based representation.
Inf. Sci.
Yanhua Li, Jiafen Liu, Longhao Yang, Chaofan Pan, Xiangkun Wang, Xin Yang
2024 J jnl
Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey.
CoRR
Yichen Li, Haozhao Wang, Wenchao Xu, Tianzhe Xiao, Hong Liu, Minzhu Tu, Yuying Wang, Xin Yang, Rui Zhang, Shui Yu, Song Guo, Ruixuan Li
2023 J jnl
A review of sequential three-way decision and multi-granularity learning.
Int. J. Approx. Reason.
Xin Yang, Yanhua Li, Tianrui Li
2023 A* conf
CL-WSTC: Continual Learning for Weakly Supervised Text Classification on the Internet.
WWW
Miaomiao Li, Jiaqi Zhu, Xin Yang, Yi Yang, Qiang Gao, Hongan Wang
2023 A* conf
Cross-Regional Fraud Detection via Continual Learning (Student Abstract).
AAAI
Yujie Li, Yuxuan Yang, Qiang Gao, Xin Yang
2023 A* conf
Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling.
ACM Multimedia
Hao Wang, Zhi-Qi Cheng, Jingdong Sun, Xin Yang, Xiao Wu, Hongyang Chen, Yan Yang
2023 J jnl
Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling.
CoRR
Hao Wang, Zhi-Qi Cheng, Jingdong Sun, Xin Yang, Xiao Wu, Hongyang Chen, Yan Yang
2023 J jnl
Dual-grained human mobility learning for location-aware trip recommendation with spatial-temporal graph knowledge fusion.
Inf. Fusion
Qiang Gao, Wei Wang, Li Huang, Xin Yang, Tianrui Li, Hamido Fujita
2023 J jnl
Feature selection in threes: Neighborhood relevancy, redundancy, and granularity interactivity.
Appl. Soft Comput.
Keyu Liu, Tianrui Li, Xibei Yang, Hengrong Ju, Xin Yang, Dun Liu
2023 J jnl
Federated Continual Learning via Knowledge Fusion: A Survey.
CoRR
Xin Yang, Hao Yu, Xin Gao, Hao Wang, Junbo Zhang, Tianrui Li
2023 — conf
Granular-Ball Three-Way Decision.
IJCRS
Xin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Tianrui Li
2023 J jnl
Learning to Prompt Knowledge Transfer for Open-World Continual Learning.
CoRR
Yujie Li, Xin Yang, Hao Wang, Xiangkun Wang, Tianrui Li
2023 J jnl
Multi-granularity stock prediction with sequential three-way decisions.
Inf. Sci.
Xin Yang, Metoh Adler Loua, Meijun Wu, Li Huang, Qiang Gao
2023 J jnl
When Friendship Meets Sequential Human Check-ins: Inferring Social Circles with Variational Mobility.
Neurocomputing
Qiang Gao, Fan Zhou, Xin Yang, Guisong Liu
2022 — conf
3WS-ITSC: Three-Way Sampling on Imbalanced Text Data for Sentiment Classification.
IJCRS
Yu Fang, Zhao-Chen Li, Xin Yang, Fan Min
2022 J jnl
A unified incremental updating framework of attribute reduction for two-dimensionally time-evolving data.
Inf. Sci.
Xin Yang, Yuxuan Yang, Junfang Luo, Dun Liu, Tianrui Li
2022 J jnl
Contextual spatio-temporal graph representation learning for reinforced human mobility mining.
Inf. Sci.
Qiang Gao, Fan Zhou, Ting Zhong, Goce Trajcevski, Xin Yang, Tianrui Li
2022 J jnl
Dynamic three-way neighborhood decision model for multi-dimensional variation of incomplete hybrid data.
Inf. Sci.
Qianqian Huang, Yanyong Huang, Tianrui Li, Xin Yang
2022 J jnl
Forgetting Prevention for Cross-regional Fraud Detection with Heterogeneous Trade Graph.
CoRR
Yujie Li, Yuxuan Yang, Xin Yang, Qiang Gao, Fan Zhou
2022 J jnl
Granular cabin: An efficient solution to neighborhood learning in big data.
Inf. Sci.
Keyu Liu, Tianrui Li, Xibei Yang, Xin Yang, Dun Liu, Pengfei Zhang, Jie Wang
2022 J jnl
Hierarchical Fuzzy Rough Approximations With Three-Way Multigranularity Learning.
IEEE Trans. Fuzzy Syst.
Xin Yang, Yujie Li, Dun Liu, Tianrui Li
2022 J jnl
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization.
Int. J. Approx. Reason.
Keyu Liu, Tianrui Li, Xibei Yang, Hengrong Ju, Xin Yang, Dun Liu
2022 J jnl
Incremental rough reduction with stable attribute group.
Inf. Sci.
Xin Yang, Miaomiao Li, Hamido Fujita, Dun Liu, Tianrui Li
2022 J jnl
Mixed data-driven sequential three-way decision via subjective-objective dynamic fusion.
Knowl. Based Syst.
Xin Yang, Yang Chen, Hamido Fujita, Dun Liu, Tianrui Li
2022 J jnl
Neighborhood rough set based ensemble feature selection with cross-class sample granulation.
Appl. Soft Comput.
Keyu Liu, Tianrui Li, Xibei Yang, Xin Yang, Dun Liu
2022 — conf
ROSES: A Novel Semi-supervised Feature Selector.
IIP
Xiaoyu Zhang, Keyu Liu, Jing Ba, Xin Yang, Xibei Yang
2022 J jnl
Self-supervised representation learning for trip recommendation.
Knowl. Based Syst.
Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao, Tianrui Li
2022 J jnl
Temporal-spatial three-way granular computing for dynamic text sentiment classification.
Inf. Sci.
Xin Yang, Yujie Li, Qiuke Li, Dun Liu, Tianrui Li
2022 J jnl
Three-way conflict analysis based on alliance and conflict functions.
Inf. Sci.
Junfang Luo, Mengjun Hu, Guangming Lang, Xin Yang, Keyun Qin
2022 J jnl
Three-way multi-granularity learning towards open topic classification.
Inf. Sci.
Xin Yang, Yujie Li, Dan Meng, Yuxuan Yang, Dun Liu, Tianrui Li
2021 Misc conf
A Framework for Feature Construction Based on Neighborhood Rough Set.
ISKE
Yang Chen, Xin Yang, Jiani Zheng, Wei Wang
2021 J jnl
Incremental fuzzy probability decision-theoretic approaches to dynamic three-way approximations.
Inf. Sci.
Xin Yang, Dun Liu, Xibei Yang, Keyu Liu, Tianrui Li
2021 J jnl
Self-supervised Representation Learning for Trip Recommendation.
CoRR
Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao
2020 J jnl
A multilevel neighborhood sequential decision approach of three-way granular computing.
Inf. Sci.
Xin Yang, Tianrui Li, Dun Liu, Hamido Fujita
2020 J jnl
Dynamic dominance rough set approach for processing composite ordered data.
Knowl. Based Syst.
Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang, Hamido Fujita
2020 J jnl
Incremental three-way neighborhood approach for dynamic incomplete hybrid data.
Inf. Sci.
Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang
2020 J jnl
Local temporal-spatial multi-granularity learning for sequential three-way granular computing.
Inf. Sci.
Xin Yang, Yingying Zhang, Hamido Fujita, Dun Liu, Tianrui Li
2020 J jnl
Quickly calculating reduct: An attribute relationship based approach.
Knowl. Based Syst.
Xiansheng Rao, Xibei Yang, Xin Yang, Xiangjian Chen, Dun Liu, Yuhua Qian
2020 J jnl
Three-way decisions: beyond rough sets and granular computing.
Int. J. Mach. Learn. Cybern.
Dun Liu, Xin Yang, Tianrui Li
2020 J jnl
Urban big data fusion based on deep learning: An overview.
Inf. Fusion
Jia Liu, Tianrui Li, Peng Xie, Shengdong Du, Fei Teng, Xin Yang
2020 J jnl
Urban flow prediction from spatiotemporal data using machine learning: A survey.
Inf. Fusion
Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang
2019 Misc conf
A Hash Method for Calculating Rough Set Approximations.
ISKE
Guoqiang Wang, Tianrui Li, Qianqian Huang, Xin Yang
2019 J jnl
A sequential three-way approach to multi-class decision.
Int. J. Approx. Reason.
Xin Yang, Tianrui Li, Hamido Fujita, Dun Liu
2019 J jnl
A temporal-spatial composite sequential approach of three-way granular computing.
Inf. Sci.
Xin Yang, Tianrui Li, Dun Liu, Hamido Fujita
2019 J jnl
An efficient selector for multi-granularity attribute reduction.
Inf. Sci.
Keyu Liu, Xibei Yang, Hamido Fujita, Dun Liu, Xin Yang, Yuhua Qian
2019 Misc conf
Dynamical Information Fusion of Multisource Incomplete Hybrid Information Systems Based on Conditional Entropy.
ISKE
Qianqian Huang, Tianrui Li, Xin Yang, Jie Hu
2019 J jnl
Urban flows prediction from spatial-temporal data using machine learning: A survey.
CoRR
Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang
2018 — conf
Composite Sequential Three-Way Decisions.
IJCSR
Xin Yang, Ning Wang, Tianrui Li, Dun Liu, Chuan Luo
2018 J jnl
Dynamic composite decision-theoretic rough set under the change of attributes.
Int. J. Comput. Intell. Syst.
Linna Wang, Xin Yang, Yong Chen, Ling Liu, Shiyong An, Pan Zhuo
2018 J jnl
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).
计算机科学
Xin Yang, Tianrui Li, Dun Liu, Yu Fang, Ning Wang
2018 J jnl
监督邻域粗糙集 (Supervised Neighborhood Rough Set).
计算机科学
Linna Wang, Xin Yang, Xibei Yang
2017 J jnl
A unified framework of dynamic three-way probabilistic rough sets.
Inf. Sci.
Xin Yang, Tianrui Li, Dun Liu, Hongmei Chen, Chuan Luo
2017 J jnl
A unified model of sequential three-way decisions and multilevel incremental processing.
Knowl. Based Syst.
Xin Yang, Tianrui Li, Hamido Fujita, Dun Liu, Yiyu Yao