Zhiyi Duan

According to our database, Zhiyi Duan authored at least 20 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

RAG-KT: Cross-platform Explainable Knowledge Tracing with Multi-view Fusion Retrieval Generation.

Zhiyi Duan, Hongyu Yuan, Rui Liu

CoRR, April, 2026

MAGE-KT: Multi-Agent Graph-Enhanced Knowledge Tracing with Subgraph Retrieval and Asymmetric Fusion.

Chi Yu, Hongyu Yuan, Zhiyi Duan

CoRR, January, 2026

MicroC-KT: Modeling Community Effect via Learning Micro-Environment for Evidence-Grounded Explainable Knowledge Tracing.

Zhiyi Duan, Zixing Shi, Bing Jia, Qi Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Advancing Multimodal Teacher Sentiment Analysis: The Large-Scale T-MED Dataset & the Effective AAM-TSA Model.

Zhiyi Duan, Xiangren Wang, Hongyu Yuan, Qianli Xing

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

HISE-KT: Synergizing Heterogeneous Information Networks and LLMs for Explainable Knowledge Tracing with Meta-Path Optimization.

Zhiyi Duan, Zixing Shi, Hongyu Yuan, Qi Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM.

Cui Danxin, Sihang Jiang, Keyi Wang, Zhiyi Duan, Yanghua Xiao, Bi Yude, Jiaqing Liang, Minggui He, Shimin Tao, Yilun Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Advancing Multimodal Teacher Sentiment Analysis:The Large-Scale T-MED Dataset & The Effective AAM-TSA Model.

Zhiyi Duan, Xiangren Wang, Hongyu Yuan, Qianli Xing

CoRR, December, 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., August, 2025

ADAC: Actor-Double-Attention-Critic for Multi-Agent Cooperation in Mixed Cooperative-Competitive Environments.

He Kong, Qianli Xing, Qi Wang, Runliang Niu, Hechang Chen, Yu Wang, Shiqi Wang, Zhiyi Duan, Yi Chang

IEEE Trans. Intell. Transp. Syst., July, 2025

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

Towards more accurate and interpretable model: Fusing multiple knowledge relations into deep knowledge tracing.

Zhiyi Duan, Xiaoxiao Dong, Hengnian Gu, Xiong Wu, Zhen Li, Dongdai Zhou

Expert Syst. Appl., 2024

Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs.

Hengnian Gu, Zhiyi Duan, Pan Xie, Dongdai Zhou

Proceedings of the ACM on Web Conference 2024, 2024

2020

Instance-based weighting filter for superparent one-dependence estimators.

Zhiyi Duan, Limin Wang, Shenglei Chen, Minghui Sun

Knowl. Based Syst., 2020

Efficient heuristics for learning Bayesian network from labeled and unlabeled data.

Zhiyi Duan, Limin Wang, Minghui Sun

Intell. Data Anal., 2020

2019

Structure Learning of Bayesian Network Based on Adaptive Thresholding.

Yang Zhang, Limin Wang, Zhiyi Duan, Minghui Sun

Entropy, 2019

Discriminatory Target Learning: Mining Significant Dependence Relationships from Labeled and Unlabeled Data.

Zhiyi Duan, Limin Wang, Musa Mammadov, Hua Lou, Ming-Hui Sun

Entropy, 2019

Optimizing the Topology of Bayesian Network Classifiers by Applying Conditional Entropy to Mine Causal Relationships Between Attributes.

Limin Wang, Gaojie Wang, Zhiyi Duan, Hua Lou, Minghui Sun

IEEE Access, 2019

Robust Structure Learning of Bayesian Network by Identifying Significant Dependencies.

Yuguang Long, Limin Wang, Zhiyi Duan, Minghui Sun

IEEE Access, 2019

Model Matching: A Novel Framework to use Clustering Strategy to Solve the Classification Problem.

Zhiyi Duan, Limin Wang, Minghui Sun

IEEE Access, 2019

2017

<i>K</i>-Dependence Bayesian Classifier Ensemble.

Zhiyi Duan, Limin Wang

Entropy, 2017