Zhuang Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Maximum Margin Matrix Factorization

News Recommendation

Collaborative Filtering

Top Venues

IEEE Trans. Comput. Soc. Syst.

Publications

Zhang Xiong, Haoxuan Li, Zhuang Liu, Zhuofan Chen, Hao Zhou, Wenge Rong, Yuanxin Ouyang
A Review of Data Mining in Personalized Education: Current Trends and Future Prospects. CoRR (2024)
Haoxuan Li, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Zhang Xiong
Wasserstein Dependent Graph Attention Network for Collaborative Filtering with Uncertainty. CoRR (2024)
Zhuang Liu, Yunpu Ma, Matthias Schubert, Yuanxin Ouyang, Wenge Rong, Zhang Xiong
Multimodal Contrastive Transformer for Explainable Recommendation. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Haoxuan Li, Jifan Yu, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Juanzi Li, Zhang Xiong
Explainable Few-shot Knowledge Tracing. CoRR (2024)
Zhuang Liu, Yunpu Ma, Haoxuan Li, Marcel Hildebrandt, Yuanxin Ouyang, Zhang Xiong
Debiased Contrastive Loss for Collaborative Filtering. KSEM (3) (2023)
Siyuan Zhang, Yuanxin Ouyang, Zhuang Liu, Weijie He, Wenge Rong, Zhang Xiong
Reinforcement Learning-Based Recommendation with User Reviews on Knowledge Graphs. KSEM (3) (2023)
Zhuang Liu, Haoxuan Li, Guanming Chen, Yuanxin Ouyang, Wenge Rong, Zhang Xiong
PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering. CIKM (2023)
Yun Hou, Yuanxin Ouyang, Zhuang Liu, Fujing Han, Wenge Rong, Zhang Xiong
Multi-level and Multi-interest User Interest Modeling for News Recommendation. KSEM (3) (2023)
Zhuang Liu, Yunpu Ma, Marcel Hildebrandt, Yuanxin Ouyang, Zhang Xiong
CDARL: a contrastive discriminator-augmented reinforcement learning framework for sequential recommendations. Knowl. Inf. Syst. 64 (8) (2022)
Zhuang Liu, Yunpu Ma, Matthias Schubert, Yuanxin Ouyang, Zhang Xiong
Multi-Modal Contrastive Pre-training for Recommendation. ICMR (2022)
Siyuan Zhang, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Zhang Xiong
Reinforcement Learning-Based Explainable Recommendation over Knowledge Graphs with Negative Sampling. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Xuyang Jiang, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Zhang Xiong
MAKT: Multichannel Attention Networks based Knowledge Tracing with Representation Learning. TALE (2022)
Juhua Pu, Zhuang Liu, Yujun Chen, Xingwu Liu
MEMN: Multiple Vectors Embedding for Multi-Label Networks. IEEE Access 6 (2018)