Prof. Guoyin Wang

Chongqing Normal University, China

Email: [email protected]

Qualifications

Ph.D., Xi’an Jiaotong University, China

M.Sc., Xi’an Jiaotong University, China

Publications (Selected)

1. Hu, J., Ran, H., Sun, C., et al. (2026). Dynamic Gradient Fusion Method with Local Spatial and Multi-Scale Frequency Transformations for Transferable Adversarial Attacks. Expert Systems with Applications, Article 131677. Advance online publication.
2. Yang, J., Xiaodiao, L., Wang, G., et al. (2026). A three-way incremental granular-ball classifier using shadowed set. IEEE Transactions on Emerging Topics in Computational Intelligence. Advance online publication.
3. Liu, H., Qiu, Q., Wang, G., et al. (2026). Progressive learning-based multi-stage Physics-Informed Neural Network. Nonlinear Dynamics, 114(3), 175.
4. Mei, Q., Yu, H., Yu, S., et al. (2026). Self-supervised multi-view multi-label learning with attention mechanisms. Multimedia Systems, 32(1), Article 50.
5. Wang, J., Lei, D., Zhang, Y., et al. (2026). MedMamba: Multi-scale deformable attention via state space models for robust medical image segmentation. Biomedical Signal Processing and Control, 112, Article 108363.
6. Zhang, Z., Zhang, L., He, Q., et al. (2026). Implicit Non-Causal Factors are Out via Dataset Splitting for Domain Generalization Object Detection. arXiv preprint arXiv:2601.19127.
7. Zhao, W., Xiao, Y., Mo, H., et al. (2026). A Cluster-Based Client Selection Model for Federated Learning With Heterogeneous Clients. IEEE Transactions on Reliability. Advance online publication.
8. Gao, H., Yang, L., Sang, B., et al. (2026). Unsupervised feature selection using bidirectional fuzzy rough metrics. Fuzzy Sets and Systems, 523, Article 109432.
9. Zhang, H., Yang, L., Sang, B., et al. (2026). Second-Order Biased Random Walk Outlier Detection Based on Bi-Level Granular-Ball Knowledge Representation. IEEE Transactions on Fuzzy Systems. Advance online publication.
10. Yang, J., Huang, R., Wang, G., et al. (2026). 3W-GBSVM++: Three-way granular-ball SVM based on granularity optimization mechanism. Applied Soft Computing, Article 114593. Advance online publication.
11. Huang, K., Meng, H., Wu, J., et al. (2026). Beyond Magnitude: Leveraging Direction of RLVR Updates for LLM Reasoning. The Fourteenth International Conference on Learning Representations.
12. Xiao, Y., Lu, Y., Tang, F., et al. (2025). A Federated Recommendation System Framework Based on Variational Autoencoder With Mixture of Experts. IEEE Transactions on Mobile Computing. Advance online publication.
13. Xia, S., Chen, F., Dai, D., et al. (2025). Granular Ball Guided Masking: Structure-aware Data Augmentation. arXiv preprint arXiv:2512.21011.
14. Zhang, X., Liu, X., Wang, G., et al. (2025). A Novel Approach to GNN Explainability: Distilling Knowledge with Inter-Layer Alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence. Advance online publication.
15. Wang, Z., Pu, T., Xia, S., et al. (2025). GBDE: Granular-Ball Textual Adversarial Attacks With Differential Evolution. IEEE Transactions on Big Data. Advance online publication.
16. Wu, Z., Cao, S., Xia, S., et al. (2025). GBShard: Adaptive Sharding for Blockchain Network via Granular-Ball Partitioning. IEEE Transactions on Network Science and Engineering, 13, 4107–4123.
17. Zhou, X., Zhang, Q., Wu, C., et al. (2025). Density Peaks Clustering Based on Weighted Density Estimating and Multicluster Merging. CAAI Transactions on Intelligence Technology, 10(6), 1919–1933.
18. Xian, Y., Yu, H., Wang, Y., et al. (2025). Exploring multi-granularity balance strategy for class incremental learning via three-way granular computing. Brain Informatics, 12(1), Article 7.
19. Yu, H., Luo, Q., Wang, Y., et al. (2025). Generating samples for covariance to update prototype in few-shot class-incremental learning. Applied Intelligence, 55(18), Article 1126.
20. Liu, Y., Dai, D., Xia, S., et al. (2025). FDSRM: a feature-driven style-agnostic foundation model for sketch-less facial image retrieval. IEEE Transactions on Neural Networks and Learning Systems. Advance online publication.

Profile Details

https://www.aminer.cn/profile/guoyin-wang/542a5574dabfae646d551a73
https://scholar.google.com/citations?user=LHMvN8YAAAAJ&hl=zh-CN
https://www.researchgate.net/scientific-contributions/Guoyin-Wang-2068710498

WOS ResearcherID: J-7517-2012