Email: jl.yu at uq.edu.au
Hello, this is Junliang Yu. I am currently a Postdoctoral Research Fellow with the Data Science discipline at The University of Queensland, where I work closely with Prof. Hongzhi Yin and Prof. Shazia Sadiq. Prior to starting my postdoc in 2023, I completed my PhD degree at The University of Queensland under the supervision of Prof. Hongzhi Yin. Before that, I earned my M.Sc. and B.E. degrees at Chongqing University, where I was supervised by Prof. Min Gao. I am dedicated to conducting influential and reproducible research. My work has received over 3,200 citations as of September 2024, with five of my conference papers being recognized as The Most Influential Papers by Paper Digest and three of my journal papers being recognized as ESI Hot / Highly Cited Papers in my research areas. I am also actively involved in the open-source community and have developed two popular recommender system frameworks, QRec and SELFRec, which have together garnered over 2,000 stars.
I will commence my ARC DECRA Fellowship in 2025. Two fully funded PhD scholarships are available—one for an international student and one for a domestic student, with flexible enrolment in 2025. The PhD candidates will be co-supervised by me and Prof. Hongzhi Yin (associate supervisor). If you are interested in recommender systems and data science, please feel free to drop me an email.
Oct 4, 2024 | We have released a survey preprint on point-of-interest recommender systems. |
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Sep 20, 2024 | We have released a preprint on LLM-powered attack against ID-free recommender systems. |
Aug 24, 2024 | I have been awarded the ARC DECRA Fellowship. |
May 24, 2024 | We have released a preprint on graph condensation acceleration. |
May 17, 2024 | Two co-authored papers on poisoning attacks and contrastive learning are accepted by KDD. |
Feb 17, 2024 | I have been awarded the 2023 UQ Dean’s Award for Outstanding Higher Degree by Research Theses. |
Jan 23, 2024 | We have a paper on prompt learning and cross-domain recommendation accepted by WWW. |
Jan 23, 2024 | We have released a survey on Graph Condensation. |