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:
@article{11394800,author={Wang, Mo and Zhang, Ye and He, Jinlong and Zhou, Yupeng and Li, Niantong and Wang, Jianan and Sun, Yifei and Yin, Minghao},journal={IEEE Transactions on Learning Technologies},title={Optimizing Aesthetic Perception through Human-AI Teaming for Subtle Dimension Identification in Art Annotation},year={2026},volume={},number={},pages={1-12},keywords={Annotations;Predictive models;Artificial intelligence;Visualization;Reinforcement learning;Art;Adaptation models;Computational modeling;Accuracy;Training;Aesthetic Perception;Human-AI Teaming;Multi-Agent Reinforcement Learning;AI for Art Education},doi={10.1109/TLT.2026.3664309},publisher={IEEE},}
2025
TLT
Dynamic Requirement-Driven Exercise Recommendation via Confusion-Aware Knowledge Tracing and Nonlinear Combinatorial Optimization
Ye Zhang, Yupeng Zhou, Jun Wu, and 4 more authors
IEEE Transactions on Learning Technologies, 2025
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
@inproceedings{zhang2025multi,title={Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning},author={Zhang, Ye and Gao, Yanqi and Wang, Dongjie and Zhou, Yupeng and He, Jinlong and Sun, Zhaoyang and Yin, Minghao},booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},volume={39},number={12},pages={13313--13321},year={2025}}
TLT
Reinforcement Learning-Driven Optimization of Picture Book Paths for Aesthetic Perception Enhancement
@article{zhang2025reinforcement,title={Reinforcement Learning-Driven Optimization of Picture Book Paths for Aesthetic Perception Enhancement},author={Zhang, Ye and Wang, Mo and He, Jinlong and Zhou, Yupeng and Wu, Hongping and Sun, Zhaoyang and Zhang, Yujie and Yin, Minghao},journal={IEEE Transactions on Learning Technologies},year={2025},publisher={IEEE}}
COR
Towards more efficient local search for weighted graph coloring problem in massive graphs
Shiwei Pan, Yujiao Zhao, Jiangnan Li, and 4 more authors
Computers & Operations Research, 2025
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
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
@inproceedings{zhang2024mrmlrec,title={MRMLREC: A Two-Stage Approach for Addressing Data Sparsity in MOOC Video Recommendation (Student Abstract)},author={Zhang, Ye and Gao, Yanqi and Zhou, Yupeng and Wang, Jianan and Yin, Minghao},booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},volume={38},number={21},pages={23709--23711},year={2024}}
TLT
AestheNet: Revolutionizing Aesthetic Perception Diagnosis in Education With Hybrid Deep Nets
@article{zhang2024aesthenet,title={AestheNet: Revolutionizing Aesthetic Perception Diagnosis in Education With Hybrid Deep Nets},author={Zhang, Ye and Wang, Mo and He, Jinlong and Li, Niantong and Zhou, Yupeng and Huang, Haoxia and Cai, Dunbo and Yin, Minghao},journal={IEEE Transactions on Learning Technologies},year={2024},publisher={IEEE}}
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
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
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
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
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