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Zhuang Liu
Zhuang Liu
Verified email at buaa.edu.cn
Title
Cited by
Cited by
Year
Contrastive learning for recommender system
Z Liu, Y Ma, Y Ouyang, Z Xiong
arXiv preprint arXiv:2101.01317, 2021
712021
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
222022
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
72022
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
42023
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
22024
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
Frontiers of Digital Education 1 (1), 26-50, 2024
22024
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
22020
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
12023
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
12022
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
12021
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
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
2023
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
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Articles 1–15