Quoc Viet Hung Nguyen

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

Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation

Ke Sun, Tieyun Qian, Tong Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 370 citations · Full text

Engineering, Machine Learning, Text Mining +22

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

Adapting to User Interest Drift for POI Recommendation

Hongzhi Yin, Xiaofang Zhou, Bin Cui et al. · IEEE Transactions on Knowledge and Data Engineering · 2016 · 217 citations · Full text

Engineering, Location-aware Social Medium, Spatiotemporal Database +16