Xin Xia

ScholarGPS® ID: 81196264862082

Affiliation

University of Queensland, Brisbane, Queensland, Australia, Australia

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Metrics Summary

Publication Count

Predicted Citations

705

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Self-Supervised Learning for Recommender Systems: A Survey (journal article) Yu, Junliang \| Yin, Hongzhi \| Xia, Xin \| Chen, Tong \| Li, Jundong \| Huang, Zi IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 1, pages 335-355 (2024). 10.1109/TKDE.2023.3282907 Cited by (49) \| Cite \| Source
Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation (conference) Xia, Xin \| Yu, Junliang \| Xu, Guandong \| Yin, Hongzhi CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management (2023) Birmingham United Kingdom 10.1145/3583780.3615088 Cited by (4) \| Cite \| Source
Efficient On-Device Session-Based Recommendation (journal article) Xia, Xin \| Yu, Junliang \| Wang, Qinyong \| Yang, Chaoqun \| Hung, Nguyen Quoc Viet \| Yin, Hongzhi ACM Transactions on Information Systems (2023). 10.1145/3580364 Cited by (12) \| Cite \| Source
XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation (journal article) Yu, Junliang \| Xia, Xin \| Chen, Tong \| Cui, Lizhen \| Hung, Nguyen Quoc Viet \| Yin, Hongzhi IEEE Transactions on Knowledge and Data Engineering (2023). 10.1109/TKDE.2023.3288135 Cited by (19) \| Cite \| Source
On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation (conference) Xia, Xin \| Yin, Hongzhi \| Yu, Junliang \| Wang, Qinyong \| Xu, Guandong \| Nguyen, Quoc Viet Hung SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (2022) Madrid Spain 10.1145/3477495.3531775 Cited by (26) \| Cite \| Source
Are Graph Augmentations Necessary? (conference) Yu, Junliang \| Yin, Hongzhi \| Xia, Xin \| Chen, Tong \| Cui, Lizhen \| Nguyen, Quoc Viet Hung SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (2022) Madrid Spain 10.1145/3477495.3531937 Cited by (135) \| Cite \| Source
Self-Supervised Graph Co-Training for Session-based Recommendation (conference) Xia, Xin \| Yin, Hongzhi \| Yu, Junliang \| Shao, Yingxia \| Cui, Lizhen CIKM '21: The 30th ACM International Conference on Information and Knowledge Management (2021) Virtual Event Queensland Australia 10.1145/3459637.3482388 Cited by (111) \| Cite \| Source
Socially-Aware Self-Supervised Tri-Training for Recommendation (conference) Yu, Junliang \| Yin, Hongzhi \| Gao, Min \| Xia, Xin \| Zhang, Xiangliang \| Viet Hung, Nguyen Quoc KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2021) Virtual Event Singapore 10.1145/3447548.3467340 Cited by (107) \| Cite \| Source
Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation (journal article) Xia, Xin \| Yin, Hongzhi \| Yu, Junliang \| Wang, Qinyong \| Cui, Lizhen \| Zhang, Xiangliang Proceedings of the AAAI Conference on Artificial Intelligence, volume 35, issue 5, pages 4503-4511 (2021). 10.1609/aaai.v35i5.16578 Cited by (293) \| Cite \| Source
Evaluating defect prediction approaches using a massive set of metrics (conference) Xuan, Xiao \| Lo, David \| Xia, Xin \| Tian, Yuan SAC 2015: Symposium on Applied Computing (2015) Salamanca Spain 10.1145/2695664.2695959 Cited by (24) \| Cite \| Source
Build system analysis with link prediction (conference) Xia, Xin \| Lo, David \| Wang, Xinyu \| Zhou, Bo SAC 2014: Symposium on Applied Computing (2014) Gyeongju Republic of Korea 10.1145/2554850.2555134 Cited by (9) \| Cite \| Source
RW.KNN (conference) Xia, Xin \| Yang, Xiaohu \| Li, Shanping \| Wu, Chao \| Zhou, Linlin CIKM '11: International Conference on Information and Knowledge Management (2011) Glasgow Scotland, UK 10.1145/2065003.2065022 Cited by (11) \| Cite \| Source