Publications

I have published some papers in prestigious journals and conferences, including Data mining venues and AI venues . The representative papers can be categorized as follows:

Here are some selected papers. You can find all my publications on my [Google Scholar profile].

2025

  1. AAAI
    Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning
    Ye Zhang, Yanqi Gao, Dongjie Wang, and 4 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2025
  2. J HEURISTICS
    An effective population-based approach for the partial set covering problem
    Ye Zhang, Jinlong He, Yupeng Zhou, and 4 more authors
    Journal of Heuristics, 2025

2024

  1. AAAI
    MRMLREC: A Two-Stage Approach for Addressing Data Sparsity in MOOC Video Recommendation (Student Abstract)
    Ye Zhang, Yanqi Gao, Yupeng Zhou, and 2 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2024
  2. TLT
    AestheNet: Revolutionizing Aesthetic Perception Diagnosis in Education With Hybrid Deep Nets
    Ye Zhang, Mo Wang, Jinlong He, and 5 more authors
    IEEE Transactions on Learning Technologies, 2024
  3. SPE
    A comprehensive survey of UPPAAL-assisted formal modeling and verification
    Wenbo Zhou, Yujiao Zhao, Ye Zhang, and 2 more authors
    Software: Practice and Experience, 2024
  4. JBHI
    CBKG-DTI: Multi-Level Knowledge Distillation and Biomedical Knowledge Graph for Drug-Target Interaction Prediction
    Xiaosa Zhao, Qixian Wang, Ye Zhang, and 3 more authors
    IEEE Journal of Biomedical and Health Informatics, 2024
  5. PeeJ
    Ensuring reliability in electronic examinations through UPPAAL-based trustworthy design
    Wenbo Zhou, Yujiao Zhao, Ye Zhang, and 3 more authors
    PeerJ Computer Science, 2024
  6. ISBI
    U-HRMLP: Refining Segmentation Boundaries in Histopathology Images
    Tao Wang, Kai Zhang, Weijie Wang, and 4 more authors
    In 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024

2019

  1. TBJ
    Identifying N6-methyladenosine sites using extreme gradient boosting system optimized by particle swarm optimizer
    Xiaowei Zhao, Ye Zhang, Qiao Ning, and 3 more authors
    Journal of theoretical biology, 2019