publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. WSDM
    MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems
    Dugang Liu, Chaohua Yang, Xing Tang, Yejing Wang, Fuyuan Lyu, Weihong Luo, Xiuqiang He, Zhong Ming, and Xiangyu Zhao
    In WSDM, 2024

2023

  1. CoRR
    Towards Automated Negative Sampling in Implicit Recommendation
    Fuyuan Lyu, Yaochen Hu, Xing Tang, Yingxue Zhang, Ruiming Tang, and Xue Liu
    In CoRR, 2023
    arXiv
  2. NeurIPS
    Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network
    Fuyuan Lyu, Xing Tang, Dugang Liu, Chen Ma, Weihong Luo, Xiuqiang He, and Xue Liu
    In NeurIPS, 2023
    arXiv Code Slides
  3. ECML-PKDD
    OptMSM: Optimizing Multi-Scenario Modeling for Click-Through Rate Prediction
    Xing Tang, Yang Qiao, Yuwen Fu, Fuyuan Lyu, Dugang Liu, and Xiuqiang He
    In ECML-PKDD, 2023
    arXiv Proceeding
  4. KDD
    Explicit Feature Interaction-aware Uplift Network for Online Marketing
    Dugang Liu, Xing Tang, Han Gao, Fuyuan Lyu, and Xiuqiang He
    In KDD, 2023
    arXiv Proceeding Video
  5. CoRR
    Feature Representation Learning for Click-through Rate Prediction: A Review and New Perspectives
    Fuyuan Lyu, Xing Tang, Dugang Liu, Haolun Wu, Chen Ma, Xiuqiang He, and Xue Liu
    In CoRR, 2023
    arXiv
  6. WWW
    Optimizing Feature Set for Click-Through Rate Prediction
    Fuyuan Lyu, Xing Tang, Dugang Liu, Chen Liang, Xiuqiang He, and Xue Liu
    In WWW, 2023
    arXiv Code Proceeding Slides Video

2022

  1. CoRR
    Result Diversification in Search and Recommendation: A Survey
    Haolun Wu, Yansen Zhang, Chen Ma, Fuyuan Lyu, Fernando Diaz, and Xue Liu
    In CoRR, 2022
    arXiv
  2. CIKM
    Learning Optimal Embedding Table for Click-through Rate Prediction
    Fuyuan Lyu, Xing Tang, Hong Zhu, Huifeng Guo, Yingxue Zhang, Ruiming Tang, and Xue Liu
    In CIKM, 2022
    arXiv Code Proceeding Slides
  3. ICDE
    Memorize, Factorize, or be Naive: Learning Optimal Feature Interaction Methods for CTR Prediction
    Fuyuan Lyu, Xing Tang, Huifeng Guo, Ruiming Tang, Xiuqiang He, Rui Zhang, and Xue Liu
    In ICDE, 2022
    arXiv Code Proceeding Poster Slides Video
  4. CoRR
    Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey
    Yuecai Zhu, Fuyuan Lyu, Chengming Hu, Xi Chen, and Xue Liu
    In CoRR, 2022
    arXiv