Ren B, Guo H, Liu H, Tang X, Xue J, Wu Z. BPHD: Enterprise bankruptcy prediction with a hierarchical hypergraph and dual-decision experts. Information Sciences [Internet]. 2026;738:123142. 访问链接

Zhang Z, Liu H, Sun T, Guo X, Wu Z. BH3-MedRec: Bilateral Hierarchical Heterogeneous Hypergraph Convolution Network for Medication Recommendation. ACM Transactions on Intelligent Systems and Technology [Internet]. 2026;17:23:1–23:25. 访问链接

Du Y, Liu H, Zhu H, Song Y, Zheng Z, Wu Z. Quasi-Metric Learning for Bilateral Person-Job Fit. IEEE Transactions on Pattern Analysis and Machine Intelligence [Internet]. 2025;47:3947–3960. 访问链接

Guo H, Sun T, Liu H, Wu Z. Adaptive Ensemble Learning With Category-Aware Attention and Local Contrastive Loss. IEEE Transactions on Circuits and Systems for Video Technology [Internet]. 2025;35:1224–1236. 访问链接

Liu H, Zhu Y, Wu Z. Knowledge Graph-Based Behavior Denoising and Preference Learning for Sequential Recommendation. IEEE Transactions on Knowledge and Data Engineering [Internet]. 2024;36:2490–2503. 访问链接

Du Y, Liu H, Song Y, Wang Z, Wu Z. Sequential ensemble learning for next item recommendation. Knowledge-Based Systems [Internet]. 2023;277:110809. 访问链接

Liu H, Du Y, Wu Z. Generalized Ambiguity Decomposition for Ranking Ensemble Learning. Journal of Machine Learning Research [Internet]. 2022;23:88:1–88:36. 访问链接

Liu H, Luo J, Li Y, Wu Z. Iterative Compilation Optimization Based on Metric Learning and Collaborative Filtering. ACM Transactions on Architecture and Code Optimization [Internet]. 2022;19:2:1–2:25. 访问链接

Liu H, Du Y, Wu Z. AEM: Attentional Ensemble Model for personalized classifier weight learning. Pattern Recognition [Internet]. 2019;96. 访问链接

Liu H, Jiang Z, Song Y, Zhang T, Wu Z. User preference modeling based on meta paths and diversity regularization in heterogeneous information networks. Knowledge-Based Systems [Internet]. 2019;181. 访问链接

Liu H, Wu Z, Zhang X. CPLR: Collaborative pairwise learning to rank for personalized recommendation. Knowledge-Based Systems [Internet]. 2018;148:31–40. 访问链接