K-Dependence Bayesian Classifier Ensemble. - Zhiyi Duan; Limin Wang 007 (Entropy, 2017)

Model Matching: A Novel Framework to use Clustering Strategy to Solve the Classification Problem. - Zhiyi Duan; Limin Wang 007; Minghui Sun (IEEE Access, 2019)

Robust Structure Learning of Bayesian Network by Identifying Significant Dependencies. - Yuguang Long; Limin Wang 007; Zhiyi Duan; Minghui Sun (IEEE Access, 2019)

Optimizing the Topology of Bayesian Network Classifiers by Applying Conditional Entropy to Mine Causal Relationships Between Attributes. - Limin Wang 007; Gaojie Wang; Zhiyi Duan; Hua Lou; Minghui Sun (IEEE Access, 2019)

Discriminatory Target Learning: Mining Significant Dependence Relationships from Labeled and Unlabeled Data. - Zhiyi Duan; Limin Wang 007; Musa Mammadov; Hua Lou; Ming-Hui Sun (Entropy, 2019)

Structure Learning of Bayesian Network Based on Adaptive Thresholding. - Yang Zhang 038; Limin Wang 007; Zhiyi Duan; Minghui Sun (Entropy, 2019)

Efficient heuristics for learning Bayesian network from labeled and unlabeled data. - Zhiyi Duan; Limin Wang 007; Minghui Sun (Intell. Data Anal., 2020)

Instance-based weighting filter for superparent one-dependence estimators. - Zhiyi Duan; Limin Wang 007; Shenglei Chen; Minghui Sun (Knowl. Based Syst., 2020)

Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs. - Hengnian Gu; Zhiyi Duan; Pan Xie; Dongdai Zhou (WWW, 2024)

Towards more accurate and interpretable model: Fusing multiple knowledge relations into deep knowledge tracing. - Zhiyi Duan; Xiaoxiao Dong; Hengnian Gu; Xiong Wu; Zhen Li 021; Dongdai Zhou (Expert Syst. Appl., 2024)

EBERT: A lightweight expression-enhanced large-scale pre-trained language model for mathematics education. - Zhiyi Duan; Hengnian Gu; Yuan Ke; Dongdai Zhou (Knowl. Based Syst., 2024)

ADAC: Actor-Double-Attention-Critic for Multi-Agent Cooperation in Mixed Cooperative-Competitive Environments. - He Kong; Qianli Xing 002; Qi Wang 078; Runliang Niu; Hechang Chen; Yu Wang 152; Shiqi Wang 006; Zhiyi Duan; Yi Chang 001 (IEEE Trans. Intell. Transp. Syst., 2025)

DKFM: a novel data and knowledge fusion-driven model for difficulty prediction of mathematical exercise. - Zhiyi Duan; Hengnian Gu; Di Wang; Dongdai Zhou (Knowl. Inf. Syst., 2025)