Publications

Our recent papers on graph computing

  • GNNLab: A Factored System for Sample-based GNN Training over GPUs [ PDF ]
    The 17th ACM SIGOPS European Conference on Computer Systems (EuroSys), 2022.
    Jianbang Yang, Dahai Tang, Xiaoniu Song, Lei Wang, Qiang Yin, Rong Chen, Wenyuan Yu, and Jingren Zhou.
  • GraphScope: A Unified Engine For Big Graph Processing [ PDF ]
    The 47th International Conference on Very Large Data Bases (VLDB), 2021.
    Wenfei Fan, Tao He, Longbin Lai, Xue Li, Yong Li, Zhao Li, Zhengping Qian, Chao Tian, Lei Wang, Jingbo Xu, Youyang Yao, Qiang Yin, Wenyuan Yu, Jingren Zhou, Diwen Zhu, and Rong Zhu.
  • GraphScope: A One-Stop Large Graph Processing System [ PDF ]
    The 47th International Conference on Very Large Data Bases (VLDB), demo, 2021.
    Jingbo Xu, Zhanning Bai, Wenfei Fan, Longbin Lai, Xue Li, Zhao Li, Zhengping Qian, Lei Wang, Yanyan Wang, Wenyuan Yu, and Jingren Zhou.
  • Automating Incremental Graph Processing with Flexible Memoization [ PDF ]
    The 47th International Conference on Very Large Data Bases (VLDB), 2021.
    Shufeng Gong,Chao Tian, Qiang Yin, Wenyuan Yu, Yanfeng Zhang, Liang Geng, Song Yu, Ge Yu, and Jingren Zhou.
  • GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level Language [ PDF ]
    18th USENIX Symposium on Networked Systems Design and Implementation (NSDI), 2021.
    Zhengping Qian, Chenqiang Min, Longbin Lai, Yong Fang, Gaofeng Li, Youyang Yao, Bingqing Lyu, Xiaoli Zhou, Zhimin Chen, and Jingren Zhou.
  • FlexGraph: A Flexible and Efficient Distributed Framework for GNN Training [ PDF ]
    The 16th ACM SIGOPS European Conference on Computer Systems (EuroSys), 2021.
    Lei Wang, Qiang Yin, Chao Tian, Jianbang Yang, Rong Chen, Wenyuan Yu, Zihang Yao, and Jingren Zhou.
  • Maximum Biclique Search at Billion Scale [ PDF ]
    The 46rd International Conference on Very Large Data Bases (VLDB), 2020. Best Paper Runner-up
    Bingqing Lyu, Lu Qin, Xuemin Lin, Ying Zhang, Zhengping Qian, and Jingren Zhou.
  • Adaptive Asynchronous Parallelization of Graph Algorithms [ PDF ]
    ACM Transactions on Database Systems (TODS) 45(2): 6:1-6:45, 2020. (invited)
    Wenfei Fan, Ping Lu, Wenyuan Yu, Jingbo Xu, Qiang Yin, Xiaojian Luo, Jingren Zhou, and Ruochun Jin.
  • Parallelizing Sequential Graph Computations [ PDF ]
    ACM Transactions on Database Systems (TODS) 43(4): 18:1-18:39, 2018 (invited)
    Wenfei Fan, Wenyuan Yu, Jingbo Xu, Jingren Zhou, Xiaojian Luo, Qiang Yin, Ping Lu, Yang Cao and Ruiqi Xu
  • Real-time Constrained Cycle Detection in Large Dynamic Graphs [ PDF ]
    The 44rd International Conference on Very Large Data Bases (VLDB), 2018.
    Xiafei Qiu, Wubin Cen, Zhengping Qian, You Peng, Ying Zhang, Xuemin Lin, and Jingren Zhou.
  • GRAPE: Parallelizing Sequential Graph Computations [ PDF ]
    The 43rd International Conference on Very Large Data Bases (VLDB), demo, 2017. Best Demo Award.
    Wenfei Fan, Jingbo Xu , Yinghui Wu, Wenyuan Yu, Jiaxin Jiang
  • Parallelizing Sequential Graph Computations [ PDF ]
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2017. Best Paper Award.
    Wenfei Fan, Jingbo Xu, Yinghui Wu, Wenyuan Yu, Jiaxin Jiang, Zeyu Zheng, Bohan Zhang, Yang Cao, Chao Tian.