Prof. Jiye Liang

School of Computer and Information Technology

Shanxi University, China

Email: [email protected]

Qualifications

Ph.D., University of Manitoba, Canada

M.Sc., University of Petroleum, China

Publications (Selected)

1. Wei, W., Wu, J. G., Guo, X. Y., et al. (2025). Self-Constrained Clustering Ensemble. IEEE Transactions on Pattern Analysis and Machine Intelligence, 47(12), 11946–11960.
2. Yan, Z. C., Wang, J. P., Chen, J. Y., et al. (2025). Atomic Fact Decomposition Helps Attributed Question Answering. IEEE Transactions on Knowledge and Data Engineering, 37(12), 6959–6972.
3. Wang, F., Wang, Z. Y., & Liang, J. Y. (2025). Feature selection algorithm for dynamically evolving feature spaces. Neurocomputing, 658, Article 131747.
4. Xu, Z. K., Liang, J. Y., Wei, Z. P., et al. (2026). Clinical knowledge enhanced medical image classification. Pattern Recognition, 172, Article 112414.
5. Guo, Z. H., Song, P., Feng, C. J., et al. (2025). Causal Inference for Multi-Criteria Rating Recommender Systems. ACM Transactions on Information Systems, 43(6), Article 158.
6. Zhang, Y. J., Li, L., Wei, W., et al. (2026). Pseudo-distribution elite critics: Enhancing accuracy in reinforcement learning value estimation. Neural Networks, 193, Article 108018.
7. Yang, S. J., Cao, F. Y., Yu, K., & Liang, J. Y. (2025). Chain graphs structure learning given local background knowledge. International Journal of Approximate Reasoning, 186, Article 109524.
8. Ning, X. C., Wang, Y. J., Yu, K., et al. (2025). Summary Graph Induced Invariant Learning for Generalizable Graph Learning. IEEE Transactions on Knowledge and Data Engineering, 37(6), 3739–3752.
9. Du, Z. J., Liang, J. Y., Yao, K. X., & Cao, F. L. (2025). TSI-GCN: Translation and scaling invariant GCN for 3D point cloud analysis. Pattern Recognition Letters, 195, 30–36.
10. Guan, L., Li, D. S., Chen, Y. L., et al. (2025). PipeOptim: Ensuring Effective 1F1B Schedule With Optimizer-Dependent Weight Prediction. IEEE Transactions on Knowledge and Data Engineering, 37(5), 2831–2845.
11. Chen, Q. Q., Cao, F. Y., Xing, Y., & Liang, J. Y. (2025). An efficient Bayes error rate estimation method. Machine Learning, 114(6), Article 134.
12. Wang, D., Wei, W., Li, L., et al. (2025). Rethinking exploration-exploitation trade-off in reinforcement learning via cognitive consistency. Neural Networks, 187, Article 107342.
13. Cao, F. Y., Jing, X. C., Yu, K., & Liang, J. Y. (2025). FWCEC: An Enhanced Feature Weighting Method via Causal Effect for Clustering. IEEE Transactions on Knowledge and Data Engineering, 37(2), 685–697.
14. Du, H. Y., Wang, W. J., Zhang, W. H., et al. (2025). Learning robust MLPs on graphs via cross-layer distillation from a causal perspective. Pattern Recognition, 162, Article 111367.
15. Qiang, P. P., Tan, H. Y., Li, X. L., et al. (2025). Enhancing few-shot KB-VQA with panoramic image captions guided by Large Language Models. Neurocomputing, 623, Article 129373.
16. Yu, K., Rong, C., Wang, H., et al. (2025). Federated local causal structure learning. Science China Information Sciences, 68(3), Article 132105.
17. Liang, Z. M., Bai, L., Fan, J. Y., et al. (2025). Contrastive Learning With Enhancing Detailed Information for Pre-Training Vision Transformer. IEEE Transactions on Circuits and Systems for Video Technology, 35(1), 219–231.
18. Guo, Z. H., Song, P., Feng, C. J., et al. (2025). Causal intervention for knowledge graph denoising in recommender systems. International Journal of Machine Learning and Cybernetics, 16(11), 8551–8567.
19. Fan, Y., Zhang, H., Li, R., et al. (2025). Weakly-supervised explainable question answering via question aware contrastive learning and adaptive gate mechanism. Information Sciences, 697, Article 121763.
20. Cao, F. Y., Wang, Y. X., Yu, K., & Liang, J. Y. (2024). Causal Discovery From Unknown Interventional Datasets Over Overlapping Variable Sets. IEEE Transactions on Knowledge and Data Engineering, 36(12), 7725–7742.

Profile Details

https://cs.sxu.edu.cn/faculty/professor/1445/index.htm
https://www.researchgate.net/scientific-contributions/Jiye-Liang-13940574
https://scholar.google.com/citations?user=ElmbPa4AAAAJ&hl=en

WOS ResearcherID: G-6810-2011