| Contrastive learning for recommender system Z Liu, Y Ma, Y Ouyang, Z Xiong arXiv preprint arXiv:2101.01317, 2021 | 86 | 2021 |
| Multi-modal contrastive pre-training for recommendation Z Liu, Y Ma, M Schubert, Y Ouyang, Z Xiong Proceedings of the 2022 International Conference on Multimedia Retrieval, 99-108, 2022 | 29 | 2022 |
| Multimodal Contrastive Transformer for Explainable Recommendation Z Liu, Y Ma, M Schubert, Y Ouyang, W Rong, Z Xiong IEEE Transactions on Computational Social Systems 11 (2), 2632-2643, 2023 | 8 | 2023 |
| CDARL: a contrastive discriminator-augmented reinforcement learning framework for sequential recommendations Z Liu, Y Ma, M Hildebrandt, Y Ouyang, Z Xiong Knowledge and Information Systems 64 (8), 2239-2265, 2022 | 8 | 2022 |
| A Review of Data Mining in Personalized Education: Current Trends and Future Prospects Z Xiong, H Li, Z Liu, Z Chen, H Zhou, W Rong, Y Ouyang arXiv preprint arXiv:2402.17236, 2024 | 7 | 2024 |
| Explainable few-shot knowledge tracing H Li, J Yu, Y Ouyang, Z Liu, W Rong, J Li, Z Xiong arXiv preprint arXiv:2405.14391, 2024 | 6 | 2024 |
| PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering Z Liu, H Li, G Chen, Y Ouyang, W Rong, Z Xiong Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 3 | 2023 |
| Multi-level and Multi-interest User Interest Modeling for News Recommendation Y Hou, Y Ouyang, Z Liu, F Han, W Rong, Z Xiong International Conference on Knowledge Science, Engineering and Management …, 2023 | 3 | 2023 |
| MAKT: Multichannel Attention Networks Based Knowledge Tracing with Representation Learning X Jiang, Y Ouyang, Z Liu, W Rong, Z Xiong 2022 IEEE International Conference on Teaching, Assessment and Learning for …, 2022 | 2 | 2022 |
| Predict the next attack location via an attention-based fused-SpatialTemporal LSTM Z Liu, J Pu, N Zhan, X Liu 2020 29th International Conference on Computer Communications and Networks …, 2020 | 2 | 2020 |
| Insight into traffic security: A correlation discovery of urban spatial features and traffic flow patterns J Pu, Z Liu, Y Wang, X Liu 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021 | 1 | 2021 |
| Wasserstein Dependent Graph Attention Network for Collaborative Filtering with Uncertainty H Li, Y Ouyang, Z Liu, W Rong, Z Xiong arXiv preprint arXiv:2404.05962, 2024 | | 2024 |
| Reinforcement Learning-Based Recommendation with User Reviews on Knowledge Graphs S Zhang, Y Ouyang, Z Liu, W He, W Rong, Z Xiong International Conference on Knowledge Science, Engineering and Management …, 2023 | | 2023 |
| Debiased Contrastive Loss for Collaborative Filtering Z Liu, Y Ma, H Li, M Hildebrandt, Y Ouyang, Z Xiong International Conference on Knowledge Science, Engineering and Management …, 2023 | | 2023 |
| MEMN: Multiple Vectors Embedding for Multi-Label Networks J Pu, Z Liu, Y Chen, X Liu IEEE Access 6, 66143-66152, 2018 | | 2018 |
