publications

publications in reversed chronological order.

2023

  1. NatComputSci
    Spatial planning of urban communities via deep reinforcement learning
    Yu Zheng, Yuming Lin, Liang Zhao, Tinghai Wu, Depeng Jin, and Yong Li
    Nature Computational Science, 2023
  2. KDD
    Road Planning for Slums via Deep Reinforcement Learning
    Yu Zheng, Hongyuan Su, Jingtao Ding, Depeng Jin, and Yong Li
    In Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
  3. SURVEY
    A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions
    Chen Gao, Yu Zheng, Nian Li, Yinfeng Li, Yingrong Qin, Jinghua Piao, Yuhan Quan, Jianxin Chang, Depeng Jin, Xiangnan He, and Yong Li
    ACM Trans. Recomm. Syst., Mar 2023

2022

  1. MM
    DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias
    Yu Zheng, Chen Gao, Jingtao Ding, Lingling Yi, Depeng Jin, Yong Li, and Meng Wang
    In Proceedings of the 30th ACM International Conference on Multimedia, Mar 2022
  2. WWW
    Disentangling Long and Short-Term Interests for Recommendation
    Yu Zheng, Chen Gao, Jianxin Chang, Yanan Niu, Yang Song, Depeng Jin, and Yong Li
    In Proceedings of the ACM Web Conference 2022, Mar 2022
  3. SIGIR
    Dual Contrastive Network for Sequential Recommendation
    Guanyu Lin, Chen Gao, Yinfeng Li, Yu Zheng, Zhiheng Li, Depeng Jin, and Yong Li
    In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Mar 2022

2021

  1. WWW
    Disentangling User Interest and Conformity for Recommendation with Causal Embedding
    Yu Zheng, Chen Gao, Xiang Li, Xiangnan He, Yong Li, and Depeng Jin
    In Proceedings of the Web Conference 2021, Mar 2021
  2. WWW
    DGCN: Diversified Recommendation with Graph Convolutional Networks
    Yu Zheng, Chen Gao, Liang Chen, Depeng Jin, and Yong Li
    In Proceedings of the Web Conference 2021, Mar 2021
  3. SIGIR
    Sequential Recommendation with Graph Neural Networks
    Jianxin Chang, Chen Gao, Yu Zheng, Yiqun Hui, Yanan Niu, Yang Song, Depeng Jin, and Yong Li
    In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Mar 2021
  4. CSCW
    Bringing Friends into the Loop of Recommender Systems: An Exploratory Study
    Jinghua Piao, Guozhen Zhang, Fengli Xu, Zhilong Chen, Yu Zheng, Chen Gao, and Yong Li
    Proc. ACM Hum.-Comput. Interact., Oct 2021

2020

  1. ICDE
    Price-aware Recommendation with Graph Convolutional Networks
    Yu Zheng, Chen Gao, Xiangnan He, Yong Li, and Depeng Jin
    In 2020 IEEE 36th International Conference on Data Engineering (ICDE), Oct 2020