Tong Chen

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

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

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

Deep Sequence Learning with Auxiliary Information for Traffic Prediction

Binbing Liao, Jingqing Zhang, Chao Wu et al. · 2018 · 207 citations

Engineering, Machine Learning, Traffic Congestion +18