Recommender System
2023
Robust Recommendation with Adversarial Gaussian Data Augmentation
Zhenlei Wang, Xu Chen.
International World Wide Web Conference(The Web Conference 2023). (Acceptance rate=19.2%)Sequential Recommendation with User Causal Behavior Discovery
Zhenlei Wang, Xu Chen, Rui Zhou, Quanyu Dai, Zhenhua Dong, Ji-Rong Wen
The 39th IEEE International Conference on Data Engineering (ICDE 2023).
2022
Unbiased Sequential Recommendation with Latent Confounders
Zhenlei Wang, Shiqi Shen, Zhipeng Wang, Bo Chen, Xu Chen, Ji-Rong Wen.
International World Wide Web Conference(The Web Conference 2022). (Acceptance rate=17.7%)Data Augmented Sequential Recommendation based on Counterfactual Thinking
Xu Chen, Zhenlei Wang, Hongteng Xu, Jingsen Zhang, Yongfeng Zhang, Xin Zhao, Ji-Rong Wen
IEEE Transactions on Knowledge and Data Engineering (TKDE 2022).Sequential Recommendation with Decomposed Item Feature Routing
Kun Lin, Zhenlei Wang, Zhipeng Wang, Bo Chen, Shiqi Shen, Xu Chen.
International World Wide Web Conference(The Web Conference 2022). (Acceptance rate=17.7%)Generative Session-based Recommendation
Zhidan Wang, Wenwen Ye, Xu Chen, Wenqiang Zhang, Zhenlei Wang, Lixin Zou, Weidong Liu.
International World Wide Web Conference(The Web Conference 2022). (Acceptance rate=17.7%)
2021
Counterfactual Data-Augmented Sequential Recommendation
Zhenlei Wang, Jingseng Zhang, Hongteng Xu, Xu Chen, Yongfeng Zhang, Wayne Xin Zhao and Ji-Rong Wen.
International Conference on Research on Development in Information Retrieval (SIGIR 2021). (Acceptance rate=21.5%)Ensemble selection with joint spectral clustering and structural sparsity
Zhenlei Wang, Suyun Zhao, Zheng Li, Hong Chen, Cuiping Li and Yufeng Shen.
Pattern Recognition (PR 2021).
Earlier
- Fuzzy Rough Based Feature Selection by Using Random Sampling
Zhenlei Wang, Suyun Zhao, Liu Yangming, Hong Chen, Cuiping Li and Sun Xiran.
Pacific Rim International Conference on Artificial Intelligence(PRICAI 2018).