Research output per year
Research output per year
Personal profile
Research interests
Dr. Yan Zhang is a Lecturer in the Faculty of Science and Technology. She completed her PhD in recommendation systems from the University of Technology Sydney (UST) in 2022. Her primary research focus includes recommendation systems, data mining, machine learning, and transfer learning.
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Collaborations and top research areas from the last five years
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Research output
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Graph-coupled time interval network for sequential recommendation
Wu, B., Shi, T., Zhong, L., Zhang, Y. & Ye, Y., Nov 2023, In: Information Sciences. 648, p. 1-20 20 p., 119510.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
MetaCAR: Cross-Domain Meta-Augmentation for Content-Aware Recommendation
Xu, H., Li, C., Zhang, Y., Duan, L., Tsang, I. W. & Shao, J., 1 Aug 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 8, p. 8199-8212 14 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Artificial Noise Assisted Interference Alignment for Physical Layer Security Enhancement
Hu, L., Peng, J., Zhang, Y., Wen, H., Tan, S. & Fan, J., 2022, IEEE Global Communications Conference, GLOBECOM 2022. IEEE, Institute of Electrical and Electronics Engineers, p. 4148-4153 6 p. (Proceedings - IEEE Global Communications Conference, GLOBECOM).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
2 Citations (Scopus) -
Deep Pairwise Hashing for Cold-Start Recommendation
Zhang, Y., Tsang, I. W., Yin, H., Yang, G., Lian, D. & Li, J., 1 Jul 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 7, p. 3169-3181 13 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations
Zhang, Y., Li, C., Tsang, I. W., Xu, H., Duan, L., Yin, H., Li, W. & Shao, J., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, p. 2942-2955 14 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
Open Access8 Citations (Scopus)