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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Fingerprint
Dive into the research topics where Yan Zhang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
BustedURL: Collaborative Multi-agent System for Real-Time Malicious URL Detection
Sundarraj, J. N., Zhang, Y., Itharaju, S. K. D., Saleh, A., Ahmed, S. & Azam, S., 13 Dec 2024, Databases Theory and Applications - 35th Australasian Database Conference, ADC 2024, Proceedings. Chen, T., Cao, Y., Nguyen, Q. V. H. & Nguyen, T. T. (eds.). Singapore: Springer Singapore, Vol. 15449. p. 463-476 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15449 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
-
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
8 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
4 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
5 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 Access10 Citations (Scopus) -
Attention is not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion
Liang, T., Lin, G., Feng, L., Zhang, Y. & Lv, F., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. IEEE, Institute of Electrical and Electronics Engineers, p. 8128-8136 9 p. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
43 Citations (Scopus)