Overview
Background
Junliang Yu is currently a Postdoctoral Research Fellow with with the Data Science Discipline, School of Electrical Engineering and Computer Science, The University of Queensland. Prior to that, he completed his PhD degree at UQ, Master and Bachelor degrees at Chongqing University. His research interests include data mining, recommender systems, and data-centric machine learing. He works with Prof. Shazia Sadiq and A/Prof. Hongzhi Yin.
Availability
- Dr Junliang Yu is:
- Available for supervision
Qualifications
- Bachelor of Software Engineering, Chongqing University
- Masters (Research) of Software Engineering, Chongqing University
- Doctor of Philosophy of Data Science, The University of Queensland
Research interests
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Self-Supervised Learning
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Recommender Systems
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Tiny Machine Learning
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Data-Centric AI
Works
Search Professor Junliang Yu’s works on UQ eSpace
2017
Journal Article
A social recommender based on factorization and distance metric learning
Yu, Junliang, Gao, Min, Rong, Wenge, Song, Yuqi and Xiong, Qingyu (2017). A social recommender based on factorization and distance metric learning. IEEE Access, 5 8066292, 21557-21566. doi: 10.1109/access.2017.2762459
2017
Journal Article
Hybrid attacks on model-based social recommender systems
Yu, Junliang, Gao, Min, Rong, Wenge, Li, Wentao, Xiong, Qingyu and Wen, Junhao (2017). Hybrid attacks on model-based social recommender systems. Physica A: Statistical Mechanics and its Applications, 483, 171-181. doi: 10.1016/j.physa.2017.04.048
2017
Conference Publication
Make users and preferred items closer: recommendation via distance metric learning
Yu, Junliang, Gao, Min, Rong, Wenge, Song, Yuqi, Fang, Qianqi and Xiong, Qingyu (2017). Make users and preferred items closer: recommendation via distance metric learning. 24th International Conference on Neural Information Processing (ICONIP), Guangzhou, China, 14-18 November 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-70139-4_30
2017
Conference Publication
Connecting factorization and distance metric learning for social recommendations
Yu, Junliang, Gao, Min, Song, Yuqi, Zhao, Zehua, Rong, Wenge and Xiong, Qingyu (2017). Connecting factorization and distance metric learning for social recommendations. 10th International Conference on Knowledge Science, Engineering and Management (KSEM), Melbourne, VIC, Australia, 19-20 August 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-63558-3_33
2017
Conference Publication
PUD: social spammer detection based on PU learning
Song, Yuqi, Gao, Min, Yu, Junliang, Li, Wentao, Wen, Junhao and Xiong, Qingyu (2017). PUD: social spammer detection based on PU learning. 24th International Conference on Neural Information Processing (ICONIP), Guangzhou, China, 14-18 November 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-70139-4_18
Supervision
Availability
- Dr Junliang Yu is:
- Available for supervision
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Media
Enquiries
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