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
- 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. - 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. - 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. - 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. - 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. - 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 - 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 - 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 - 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 - 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 - 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. - Functional Dependencies for Graphs [ PDF | BibTex | Poster ]
ACM SIGMOD Conference on Management of Data (SIGMOD), 2016.
Wenfei Fan, Yinghui Wu, Jingbo Xu - Adding Counting Quantifiers to Graph Patterns [ PDF | BibTex | Poster ]
ACM SIGMOD Conference on Management of Data (SIGMOD), 2016.
Wenfei Fan, Yinghui Wu, Jingbo Xu - 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 - 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
- GRAPE: Parallel Graph Query Engine [ PDF ]
A Dissertation for PhD, the University of Edinburgh, 2017.
Supervised by Prof. Wenfei Fan - 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.
- R&D on large-scale graph processing. Recently, I am working on the project GraphScope.
- GraphScope is a unified distributed graph computing platform that provides a one-stop environment for performing diverse graph operations on a cluster of computers through a user-friendly Python interface. It makes multi-staged processing of large-scale graph data simple. The analytical engine of GraphScope is derived from GRAPE. GraphScope is open sourced on Dec. 2020 at github. Welcome to join forces with us to build the next generation graph system!
2019.3 ~ 2021.3, Peking University, Beijing.
- Worked as a postdoctoral researcher of Peking University (jointly with Alibaba).
- Researched on the theories, systems, and applications of graph processing in big data.
2011.9 ~ 2013.8, Tencent Research & WeChat(Intern), Beijing.
- developed an iOS app named QQVision, a Google Lens like app, to recognize texts and objects in photos. Its feature was integrated to Scan（扫一扫）in WeChat app.
- developed the PoC for featured Shake（摇一摇）in WeChat, to recognize TV and music. The feature was deployed in the 2015 CCTV Spring Festival Gala for audience interaction and achieved a remarkable success.
Selected Honors
- 2023, ACM SIGOPS EuroSys'2023 Best Poster Award
- 2017, ACM SIGMOD Research Highlight Award
- 2017, ACM SIGMOD'2017 Best Paper Award
- 2017, VLDB Endowment VLDB'2017 Best Demo Award
- 2014, China Scholarship Council(CSC) Scholarship
- 2013, China National Scholarship for Graduate, First Prize
- 2012, Beihang University, School Graduation Thesis Award
- 2011, Beihang University Student Scholarship, First Prize
- 2010, Beihang University Student Scholarship, Second Prize
- 2009, Zhejiang Province Collegiate Advanced Mathematics Contest, First Prize
- 2009, Alibaba Inc. Scholarship in Zhejiang University of Technology
Others
- My hobbies are photography and travelling. Welcome to visit my gallery.