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ORCIDXin Yang 0012
Person information
- affiliation: Southwestern University of Finance and Economics, China
- affiliation: Southwest Jiaotong University, School of Information Science and Technology, Chengdu, China
- affiliation: Sichuan Technology and Business University, School of Computer Science, Chengdu, China
- affiliation: University of Regina, Department of Computer Science, SK, Canada
Other persons with the same name
- Xin Yang — disambiguation page
- Xin Yang 0001
![[0000-0001-5702-9451]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-5702-9451")
— Chinese Academy of Sciences, Institute of Automation, Beijing, China - Xin Yang 0002 — Nanjing University of Aeronautics and Astronautics, College of Automation Engineering, China (and 1 more)
- Xin Yang 0003 — University of Surrey, Institute for Communication Systems, Guildford, UK
- Xin Yang 0004 — Northwestern Polytechnical University, Electronics and Information School, Xi'an, China
- Xin Yang 0005 — Nanjing Normal University, Ministry of Education, Key Laboratory of Virtual Geographic Environment, China
- Xin Yang 0006 — University of Florida, Scalable Software Systems Laboratory, Gainesville, FL, USA
- Xin Yang 0007 — Shanghai Jiaotong University, Department of Automation, Institute of Image Processing & Pattern Recognition, Shanghai, China
- Xin Yang 0008 — Huazhong University of Science and Technology, Electronics and Information Engineering Department, Wuhan, China (and 1 more)
- Xin Yang 0009 — Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong (and 1 more)
- Xin Yang 0010 — Queen's University Belfast, ECIT Institute, Northern Ireland
- Xin Yang 0011 — Dalian University of Technology, Department of Electronic Information and Electrical Engineering, China (and 3 more)
- Xin Yang 0013 — Beijing Jiaotong University, State Key Laboratory of Rail Traffic Control and Safety, China
- Xin Yang 0014 — University of Cincinnati, Department of Mathematics, OH, USA (and 1 more)
- Xin Yang 0015 — National University of Defense Technology, Maglev Research Centre, Changsha, China (and 1 more)
- Xin Yang 0016 — Beijing University of Posts and Telecommunications, School of Computer Science, China
- Xin Yang 0017 — ByteDance, Seattle, WA, USA (and 1 more)
- Xin Yang 0018 — Osaka University, Japan (and 1 more)
- Xin Yang 0019 — Peking University, Shenzhen Graduate School, China
- Xin Yang 0020 — Hong Kong University of Science and Technology, SAR, China
- Xin Yang 0021 — Beijing Institute of Technology, School of Optics and Photonics, Beijing Key Laboratory for Precision Optoelectronic Measurement Instrument and Technology, China
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Journal Articles
- 2025
[j44]Yonghao Li, Xiangkun Wang, Xin Yang, Wanfu Gao, Weiping Ding, Tianrui Li:
Fusion-enhanced multi-label feature selection with sparse supplementation. Inf. Fusion 117: 102813 (2025)- [j43]Xiaocao Ouyang, Yanhua Li, Dongyu Guo, Wei Huang, Xin Yang, Yan Yang, Junbo Zhang, Tianrui Li:
Enhancing few-sample spatio-temporal prediction via relational fusion-based hypergraph neural network. Inf. Fusion 121: 103149 (2025) - [j42]Chao Wang, Haochen Shi, Jie Hu, Xin Yang, Junbo Zhang, Shengdong Du, Tianrui Li:
Pre-training Enhanced Transformer for multivariate time series anomaly detection. Inf. Fusion 121: 103171 (2025) - [j41]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:
Ten Challenging Problems in Federated Foundation Models. IEEE Trans. Knowl. Data Eng. 37(7): 4314-4337 (2025) - 2024
- [j40]Xin Yang, Meijun Wu, Longsheng Chen, Gang Kou:
Continual three-way decisions via knowledge transfer. Appl. Soft Comput. 161: 111750 (2024) - [j39]Yanhua Li, Jiafen Liu, Longhao Yang, Chaofan Pan, Xiangkun Wang, Xin Yang:
Three-way open intent classification with nearest centroid-based representation. Inf. Sci. 681: 121251 (2024) - [j38]Xin Yang, Hao Yu, Xin Gao, Hao Wang, Junbo Zhang, Tianrui Li:
Federated Continual Learning via Knowledge Fusion: A Survey. IEEE Trans. Knowl. Data Eng. 36(8): 3832-3850 (2024) - [j37]Yujie Li, Xin Yang, Qiang Gao, Hao Wang, Junbo Zhang, Tianrui Li:
Cross-Regional Fraud Detection via Continual Learning With Knowledge Transfer. IEEE Trans. Knowl. Data Eng. 36(12): 7865-7877 (2024) - [j36]Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li:
Open Continual Feature Selection via Granular-Ball Knowledge Transfer. IEEE Trans. Knowl. Data Eng. 36(12): 8967-8980 (2024) - 2023
- [j35]Keyu Liu, Tianrui Li, Xibei Yang, Hengrong Ju, Xin Yang, Dun Liu:
Feature selection in threes: Neighborhood relevancy, redundancy, and granularity interactivity. Appl. Soft Comput. 146: 110679 (2023) - [j34]Xin Yang, Yanhua Li, Tianrui Li:
A review of sequential three-way decision and multi-granularity learning. Int. J. Approx. Reason. 152: 414-433 (2023) - [j33]Qiang Gao, Fan Zhou, Xin Yang, Guisong Liu:
When Friendship Meets Sequential Human Check-ins: Inferring Social Circles with Variational Mobility. Neurocomputing 518: 174-189 (2023) - [j32]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. Inf. Fusion 92: 46-63 (2023) - [j31]Xin Yang, Metoh Adler Loua, Meijun Wu, Li Huang, Qiang Gao:
Multi-granularity stock prediction with sequential three-way decisions. Inf. Sci. 621: 524-544 (2023) - 2022
- [j30]Keyu Liu, Tianrui Li, Xibei Yang, Xin Yang, Dun Liu:
Neighborhood rough set based ensemble feature selection with cross-class sample granulation. Appl. Soft Comput. 131: 109747 (2022) - [j29]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. Int. J. Approx. Reason. 148: 57-67 (2022) - [j28]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. Inf. Sci. 583: 189-201 (2022) - [j27]Xin Yang, Yujie Li, Dan Meng, Yuxuan Yang, Dun Liu, Tianrui Li:
Three-way multi-granularity learning towards open topic classification. Inf. Sci. 585: 41-57 (2022) - [j26]Xin Yang, Miaomiao Li, Hamido Fujita, Dun Liu, Tianrui Li:
Incremental rough reduction with stable attribute group. Inf. Sci. 589: 283-299 (2022) - [j25]Junfang Luo, Mengjun Hu, Guangming Lang, Xin Yang, Keyun Qin:
Three-way conflict analysis based on alliance and conflict functions. Inf. Sci. 594: 322-359 (2022) - [j24]Xin Yang, Yujie Li, Qiuke Li, Dun Liu, Tianrui Li:
Temporal-spatial three-way granular computing for dynamic text sentiment classification. Inf. Sci. 596: 551-566 (2022) - [j23]Qianqian Huang, Yanyong Huang, Tianrui Li, Xin Yang:
Dynamic three-way neighborhood decision model for multi-dimensional variation of incomplete hybrid data. Inf. Sci. 597: 358-391 (2022) - [j22]Xin Yang, Yuxuan Yang, Junfang Luo, Dun Liu, Tianrui Li:
A unified incremental updating framework of attribute reduction for two-dimensionally time-evolving data. Inf. Sci. 601: 287-305 (2022) - [j21]Qiang Gao, Fan Zhou, Ting Zhong, Goce Trajcevski, Xin Yang, Tianrui Li:
Contextual spatio-temporal graph representation learning for reinforced human mobility mining. Inf. Sci. 606: 230-249 (2022) - [j20]Xin Yang, Yang Chen, Hamido Fujita, Dun Liu, Tianrui Li:
Mixed data-driven sequential three-way decision via subjective-objective dynamic fusion. Knowl. Based Syst. 237: 107728 (2022) - [j19]Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao, Tianrui Li:
Self-supervised representation learning for trip recommendation. Knowl. Based Syst. 247: 108791 (2022) - [j18]Xin Yang, Yujie Li, Dun Liu, Tianrui Li:
Hierarchical Fuzzy Rough Approximations With Three-Way Multigranularity Learning. IEEE Trans. Fuzzy Syst. 30(9): 3486-3500 (2022) - 2021
- [j17]Xin Yang, Dun Liu, Xibei Yang, Keyu Liu, Tianrui Li:
Incremental fuzzy probability decision-theoretic approaches to dynamic three-way approximations. Inf. Sci. 550: 71-90 (2021) - 2020
- [j16]Jia Liu, Tianrui Li, Peng Xie, Shengdong Du, Fei Teng, Xin Yang:
Urban big data fusion based on deep learning: An overview. Inf. Fusion 53: 123-133 (2020) - [j15]Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang:
Urban flow prediction from spatiotemporal data using machine learning: A survey. Inf. Fusion 59: 1-12 (2020) - [j14]Xin Yang, Tianrui Li, Dun Liu, Hamido Fujita:
A multilevel neighborhood sequential decision approach of three-way granular computing. Inf. Sci. 538: 119-141 (2020) - [j13]Xin Yang, Yingying Zhang, Hamido Fujita, Dun Liu, Tianrui Li:
Local temporal-spatial multi-granularity learning for sequential three-way granular computing. Inf. Sci. 541: 75-97 (2020) - [j12]Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang:
Incremental three-way neighborhood approach for dynamic incomplete hybrid data. Inf. Sci. 541: 98-122 (2020) - [j11]Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang, Hamido Fujita:
Dynamic dominance rough set approach for processing composite ordered data. Knowl. Based Syst. 187 (2020) - [j10]Xiansheng Rao, Xibei Yang, Xin Yang, Xiangjian Chen, Dun Liu, Yuhua Qian:
Quickly calculating reduct: An attribute relationship based approach. Knowl. Based Syst. 200: 106014 (2020) - [j9]Dun Liu, Xin Yang, Tianrui Li:
Three-way decisions: beyond rough sets and granular computing. Int. J. Mach. Learn. Cybern. 11(5): 989-1002 (2020) - 2019
- [j8]Xin Yang, Tianrui Li, Hamido Fujita, Dun Liu:
A sequential three-way approach to multi-class decision. Int. J. Approx. Reason. 104: 108-125 (2019) - [j7]Xin Yang, Tianrui Li, Dun Liu, Hamido Fujita:
A temporal-spatial composite sequential approach of three-way granular computing. Inf. Sci. 486: 171-189 (2019) - [j6]Keyu Liu, Xibei Yang, Hamido Fujita, Dun Liu, Xin Yang, Yuhua Qian:
An efficient selector for multi-granularity attribute reduction. Inf. Sci. 505: 457-472 (2019) - 2018
- [j5]Linna Wang, Xin Yang, Yong Chen, Ling Liu, Shiyong An, Pan Zhuo:
Dynamic composite decision-theoretic rough set under the change of attributes. Int. J. Comput. Intell. Syst. 11(1): 355-370 (2018) - [j4]Linna Wang, Xin Yang, Xibei Yang:
监督邻域粗糙集 (Supervised Neighborhood Rough Set). 计算机科学 45(8): 186-190 (2018) - [j3]Xin Yang, Tianrui Li, Dun Liu, Yu Fang, Ning Wang:
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 45(10): 1-5 (2018) - 2017
- [j2]Xin Yang, Tianrui Li, Dun Liu, Hongmei Chen, Chuan Luo:
A unified framework of dynamic three-way probabilistic rough sets. Inf. Sci. 420: 126-147 (2017) - [j1]Xin Yang, Tianrui Li, Hamido Fujita, Dun Liu, Yiyu Yao:
A unified model of sequential three-way decisions and multilevel incremental processing. Knowl. Based Syst. 134: 172-188 (2017)
Conference and Workshop Papers
- 2025
- [c15]Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guo-Yin Wang, Tianrui Li:
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary. AAAI 2025: 24512-24520 - 2024
- [c14]Yujie Li, Xin Yang, Hao Wang, Xiangkun Wang, Tianrui Li:
Learning to Prompt Knowledge Transfer for Open-World Continual Learning. AAAI 2024: 13700-13708 - [c13]Xin Gao, Xin Yang, Hao Yu, Yan Kang, Tianrui Li:
FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer. CVPR Workshops 2024: 4205-4214 - [c12]Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li:
Personalized Federated Continual Learning via Multi-Granularity Prompt. KDD 2024: 4023-4034 - [c11]Hao Yu, Xin Yang, Xin Gao, Yihui Feng, Hao Wang, Yan Kang, Tianrui Li:
Overcoming Spatial-Temporal Catastrophic Forgetting for Federated Class-Incremental Learning. ACM Multimedia 2024: 5280-5288 - 2023
- [c10]Yujie Li, Yuxuan Yang, Qiang Gao, Xin Yang:
Cross-Regional Fraud Detection via Continual Learning (Student Abstract). AAAI 2023: 16260-16261 - [c9]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. ACM Multimedia 2023: 3277-3286 - [c8]Xin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Tianrui Li:
Granular-Ball Three-Way Decision. IJCRS 2023: 283-295 - [c7]Miaomiao Li, Jiaqi Zhu, Xin Yang, Yi Yang, Qiang Gao, Hongan Wang:
CL-WSTC: Continual Learning for Weakly Supervised Text Classification on the Internet. WWW 2023: 1489-1499 - 2022
- [c6]Xiaoyu Zhang, Keyu Liu, Jing Ba, Xin Yang, Xibei Yang:
ROSES: A Novel Semi-supervised Feature Selector. IIP 2022: 336-347 - [c5]Yu Fang, Zhao-Chen Li, Xin Yang, Fan Min:
3WS-ITSC: Three-Way Sampling on Imbalanced Text Data for Sentiment Classification. IJCRS 2022: 405-419 - 2021
- [c4]Yang Chen, Xin Yang, Jiani Zheng, Wei Wang:
A Framework for Feature Construction Based on Neighborhood Rough Set. ISKE 2021: 236-241 - 2019
- [c3]Qianqian Huang, Tianrui Li, Xin Yang, Jie Hu:
Dynamical Information Fusion of Multisource Incomplete Hybrid Information Systems Based on Conditional Entropy. ISKE 2019: 1-8 - [c2]Guoqiang Wang, Tianrui Li, Qianqian Huang, Xin Yang:
A Hash Method for Calculating Rough Set Approximations. ISKE 2019: 669-674 - 2018
- [c1]Xin Yang, Ning Wang, Tianrui Li, Dun Liu, Chuan Luo:
Composite Sequential Three-Way Decisions. IJCSR 2018: 177-186
Informal and Other Publications
- 2025
- [i17]Guannan Lai, Yihui Feng, Xin Yang, Xiaoyu Deng, Hao Yu, Shuyin Xia, Guoyin Wang, Tianrui Li:
A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing. CoRR abs/2501.04940 (2025) - [i16]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:
Ten Challenging Problems in Federated Foundation Models. CoRR abs/2502.12176 (2025) - [i15]Guannan Lai, Yujie Li, Xiangkun Wang, Junbo Zhang, Tianrui Li, Xin Yang:
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping. CoRR abs/2502.20032 (2025) - [i14]Yujie Li, Guannan Lai, Xin Yang, Yonghao Li, Marcello M. Bonsangue, Tianrui Li:
Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer. CoRR abs/2502.20124 (2025) - [i13]Yujie Li, Xiangkun Wang, Xin Yang, Marcello M. Bonsangue, Junbo Zhang, Tianrui Li:
Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data. CoRR abs/2502.20974 (2025) - 2024
- [i12]Chaofan Pan, Xin Yang, Hao Wang, Wei Wei, Tianrui Li:
Hi-Core: Hierarchical Knowledge Transfer for Continual Reinforcement Learning. CoRR abs/2401.15098 (2024) - [i11]Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li:
Open Continual Feature Selection via Granular-Ball Knowledge Transfer. CoRR abs/2403.10253 (2024) - [i10]Xin Gao, Xin Yang, Hao Yu, Yan Kang, Tianrui Li:
FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer. CoRR abs/2405.02685 (2024) - [i9]Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li:
Personalized Federated Continual Learning via Multi-granularity Prompt. CoRR abs/2407.00113 (2024) - [i8]Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guoyin Wang, Tianrui Li:
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary. CoRR abs/2412.13542 (2024) - [i7]Hao Yu, Xin Yang, Le Zhang, Hanlin Gu, Tianrui Li, Lixin Fan, Qiang Yang:
Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor. CoRR abs/2412.18355 (2024) - 2023
- [i6]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. CoRR abs/2310.18728 (2023) - [i5]Yujie Li, Xin Yang, Hao Wang, Xiangkun Wang, Tianrui Li:
Learning to Prompt Knowledge Transfer for Open-World Continual Learning. CoRR abs/2312.14990 (2023) - [i4]Xin Yang, Hao Yu, Xin Gao, Hao Wang, Junbo Zhang, Tianrui Li:
Federated Continual Learning via Knowledge Fusion: A Survey. CoRR abs/2312.16475 (2023) - 2022
- [i3]Yujie Li, Yuxuan Yang, Xin Yang, Qiang Gao, Fan Zhou:
Forgetting Prevention for Cross-regional Fraud Detection with Heterogeneous Trade Graph. CoRR abs/2204.10085 (2022) - 2021
- [i2]Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao:
Self-supervised Representation Learning for Trip Recommendation. CoRR abs/2109.00968 (2021) - 2019
- [i1]Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang:
Urban flows prediction from spatial-temporal data using machine learning: A survey. CoRR abs/1908.10218 (2019)
Coauthor Index
[j44] [j43] [j42] [j38] [j37] [j36] [j35] [j34] [j32] [j30] [j29] [j28] [j27] [j26] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j9] [j8] [j7] [j3] [j2] [j1] [c15] [c14] [c13] [c12] [c11] [c8] [c3] [c2] [c1] [i17] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i5] [i4] [i1]
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