Neural attentional rating regression with review-level explanations C Chen, M Zhang, Y Liu, S Ma Proceedings of the 2018 world wide web conference, 1583-1592, 2018 | 439 | 2018 |
Efficient neural matrix factorization without sampling for recommendation C Chen, M Zhang, Y Zhang, Y Liu, S Ma ACM Transactions on Information Systems (TOIS) 38 (2), 1-28, 2020 | 99 | 2020 |
Social attentional memory network: Modeling aspect-and friend-level differences in recommendation C Chen, M Zhang, Y Liu, S Ma Proceedings of the twelfth ACM international conference on web search and …, 2019 | 95 | 2019 |
An efficient adaptive transfer neural network for social-aware recommendation C Chen, M Zhang, C Wang, W Ma, M Li, Y Liu, S Ma Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 94 | 2019 |
Efficient heterogeneous collaborative filtering without negative sampling for recommendation C Chen, M Zhang, Y Zhang, W Ma, Y Liu, S Ma Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 19-26, 2020 | 82 | 2020 |
Graph heterogeneous multi-relational recommendation C Chen, W Ma, M Zhang, Z Wang, X He, C Wang, Y Liu, S Ma Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 3958-3966, 2021 | 56 | 2021 |
Jointly non-sampling learning for knowledge graph enhanced recommendation C Chen, M Zhang, W Ma, Y Liu, S Ma Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 55 | 2020 |
Efficient non-sampling factorization machines for optimal context-aware recommendation C Chen, M Zhang, W Ma, Y Liu, S Ma Proceedings of the web conference 2020, 2400-2410, 2020 | 38 | 2020 |
Toward dynamic user intention: Temporal evolutionary effects of item relations in sequential recommendation C Wang, W Ma, M Zhang, C Chen, Y Liu, S Ma ACM Transactions on Information Systems (TOIS) 39 (2), 1-33, 2020 | 26 | 2020 |
Recommendation unlearning C Chen, F Sun, M Zhang, B Ding Proceedings of the ACM Web Conference 2022, 2768-2777, 2022 | 21 | 2022 |
Efficient non-sampling knowledge graph embedding Z Li, J Ji, Z Fu, Y Ge, S Xu, C Chen, Y Zhang Proceedings of the Web Conference 2021, 1727-1736, 2021 | 19 | 2021 |
Sequential recommendation with multiple contrast signals C Wang, W Ma, C Chen, M Zhang, Y Liu, S Ma ACM Transactions on Information Systems 41 (1), 1-27, 2023 | 11 | 2023 |
Missing data modeling with user activity and item popularity in recommendation C Chen, M Zhang, Y Liu, S Ma Information Retrieval Technology: 14th Asia Information Retrieval Societies …, 2018 | 11 | 2018 |
Towards Representation Alignment and Uniformity in Collaborative Filtering C Wang, Y Yu, W Ma, M Zhang, C Chen, Y Liu, S Ma Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 6 | 2022 |
Revisiting negative sampling vs. non-sampling in implicit recommendation C Chen, W Ma, M Zhang, C Wang, Y Liu, S Ma ACM Transactions on Information Systems 41 (1), 1-25, 2023 | 4 | 2023 |
A survey on dropout methods and experimental verification in recommendation Y Li, W Ma, C Chen, M Zhang, Y Liu, S Ma, Y Yang IEEE Transactions on Knowledge and Data Engineering, 2022 | 3 | 2022 |
Towards Ubiquitous Personalized Music Recommendation with Smart Bracelets J Li, Z He, Y Cui, C Wang, C Chen, C Yu, M Zhang, Y Liu, S Ma Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022 | 1 | 2022 |