Jingbo Xu

Staff engineer, Alibaba group
PhD in Informatics, supervised by Prof. Wenfei Fan

Email: xujingbo.xjb at alibaba-inc.com

I am a staff engineer at the Data Analytics and Intelligence Lab, Alibaba DAMO Academy. During 2019-2021, I served as a joint postdoctoral researcher at Alibaba and Peking University, working under the co-supervision of Dr. Jingren Zhou and Prof. Wenxin Li. I obtained my PhD degree from the University of Edinburgh in 2017 under the supervision of Prof. Wenfei Fan. I received a master's degree from Beihang University in 2013. My expertise lies in graph computing and data processing, with a current focus on developing GraphScope, a comprehensive large-scale graph computing system.

Publications [Google Scholar] [dblp]

Papers

  1. Dynamic Graph Sampling Service for Real-time GNN Inference at Scale [ PDF | Poster ]
    The 18th ACM SIGOPS EuroSys, extended abstract, 2023. Best Poster Award.
    Jie Sun, Li Su, Wenting Shen, Zichao Zhang, Zuocheng Shi, Jingbo Xu, Yong Li, Wenyuan Yu, Zeke Wang, Fei Wu, Jingren Zhou.
  2. GraphScope Flex: A Graph Computing Stack with LEGO-Like Modularity [ PDF | Poster ]
    The 18th ACM SIGOPS EuroSys, extended abstract, 2023.
    Ye Cao, Tao He, Shuxian Hu, Longbin Lai, Dongze Li, Neng Li, Xue Li, Xiaojian Luo, Bingqing Lyu, Ke Meng, Li Su, Qian Tao, Lei Wang, Jingbo Xu, Wenyuan Yu, Weibin Zeng, Lei Zhang, Siyuan Zhang, Zichao Zhang, Jingren Zhou, Xiaoli Zhou, Diwen Zhu.
  3. GraphScope: A One-Stop Large Graph Processing System [ PDF | BibTex ]
    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, Jingren Zhou.
  4. GraphScope: A Unified Engine for Big Graph Processing [ PDF | BibTex ]
    The 47th International Conference on Very Large Data Bases (VLDB), industry, 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, Rong Zhu.
  5. Adaptive Asynchronous Parallelization of Graph Algorithms [ PDF | BibTex ]
    ACM Transactions on Database Systems (TODS) 45(2): 6:1-6:45 (invited), 2020.
    Wenfei Fan, Ping Lu, Wenyuan Yu, Jingbo Xu, Qiang Yin, Xiaojian Luo, Jingren Zhou, and Ruochun Jin.
  6. Adaptive Asynchronous Parallelization of Graph Algorithms [ PDF | BibTex | Poster ]
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2018.
    Wenfei Fan, Ping Lu, Xiaojian Lou, Jingbo Xu, Qiang Yin, Wenyuan Yu, and Ruiqi Xu
  7. Parallelizing Sequential Graph Computations [ PDF | BibTex ]
    ACM Transactions on Database Systems (TODS) 43(4): 18:1-18:39 (invited).
    Wenfei Fan, Wenyuan Yu, Jingbo Xu, Jingren Zhou, Xiaojian Luo, Ping Lu, Qiang Yin, Yang Cao, and Ruiqi Xu
  8. From Think Parallel to Think Sequential [ PDF | BibTex ]
    SIGMOD Record 47(1): 15-22, 2018. SIGMOD 2017 Research Highlight Award.
    Wenfei Fan, Yang Cao, Jingbo Xu , Wenyuan Yu, Yinghui Wu, Chao Tian, Jiaxin Jiang, and Bohan Zhang
  9. GRAPE: Conducting Parallel Graph Computations without Developing Parallel Algorithms [PDF|BibTex]
    IEEE Data Engineering Bulletin. 40(3): 30-41, 2017. (Invited)
    Wenfei Fan, Jingbo Xu, Xiaojian Luo, Yinghui Wu, Wenyuan Yu, and Ruiqi Xu
  10. GRAPE: Parallelizing Sequential Graph Computations [ PDF | BibTex ]
    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
  11. Parallelizing Sequential Graph Computations [ PDF | BibTex | Poster ]
    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.
  12. Functional Dependencies for Graphs [ PDF | BibTex | Poster ]
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2016.
    Wenfei Fan, Yinghui Wu, Jingbo Xu
  13. Adding Counting Quantifiers to Graph Patterns [ PDF | BibTex | Poster ]
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2016.
    Wenfei Fan, Yinghui Wu, Jingbo Xu
  14. Association Rules with Graph Patterns [ PDF | BibTex ]
    The 41st International Conference on Very Large Data Bases (VLDB), 2015.
    Wenfei Fan, Xin Wang, Yinghui Wu, Jingbo Xu
  15. Optimizing Pipe-like Mashup Execution for Improving Resource Utilization [ PDF | BibTex ]
    The 5th IEEE International Conference on Service-Oriented Computing and Applications (SOCA), 2012.
    Jingbo Xu, Hailong Sun, Xu Wang, Xudong Liu, Richong Zhang

Thesis

  1. GRAPE: Parallel Graph Query Engine [ PDF ]
    A Dissertation for PhD, the University of Edinburgh, 2017.
    Supervised by Prof. Wenfei Fan
  2. Research and Implementation of High Performance Mashup Runtime Engine [ PDF ]
    A Dissertation for the Degree of Master, Beihang University, 2012.
    Supervised by Prof. Xudong Liu

Experiences

2018.11 ~ Current, Alibaba Group, Beijing.

2019.3 ~ 2021.3, Peking University, Beijing.

2011.9 ~ 2013.8, Tencent Research & WeChat(Intern), Beijing.

Selected Honors

Others