Concepedia

Junliang Yu

JY

37

Publications

3.7K

Citations

25

H-Index

2016

Active since

Affiliations

The University of Queensland(Current)

Chongqing University

Griffith University

King Abdullah University of Science and Technology

Shandong University

Junliang Yu is an author at The University of Queensland specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningInformation RetrievalKnowledge DiscoveryDeep LearningBusinessGraph TheoryData Mining

Publications per year

2016–2025

37

Publications

37

Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation

Xin Xia, Hongzhi Yin, Junliang Yu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 540 citations · Full text

Natural Language Processing, Graph Neural Network, Engineering +14

Are Graph Augmentations Necessary?

Junliang Yu, Hongzhi Yin, Xin Xia et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 532 citations · Full text

Engineering, Machine Learning, Network Analysis +21

Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation

Junliang Yu, Hongzhi Yin, Jundong Li et al. · 2021 · 465 citations · Full text

Engineering, Machine Learning, Network Analysis +16

Self-Supervised Learning for Recommender Systems: A Survey

Junliang Yu, Hongzhi Yin, Xin Xia et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 326 citations

Artificial Intelligence, Engineering, Machine Learning +17

XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation

Junliang Yu, Xin Xia, Tong Chen et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 245 citations

Engineering, Machine Learning, Learning To Rank +17

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