Muyang Liu  刘沐阳

PhD student in Informatics, supervised by Prof. Wenfei Fan
Laboratory for Foundations of Computer Science
CDT in Pervasive Parallelism
School of Informatics
The University of Edinburgh

Office: IF5.19, Informatics Forum
Address: 10 Crichton Street, Edinburgh, UK. EH8 9AB
Email: muyang.liu@ed.ac.uk

Education

  • MSc by Research, University of Edinburgh, UK
  • BE, Beihang University, China

    • Research Interests

    Big Data, Data Mining, Graph, Database Systems, Data Management

    Professional Activities

    Reviewer of 2020 IEEE Transactions on Knowledge and Data Engineering (TKDE)

    Publications

    "Alphabetical order" means all authors have equal contribution on that paper and are alphabetically listed.

      2022
    1. A Hierarchical Contraction Scheme for Querying Big Graphs [ PDF]
      ACM SIGMOD Conference on Management of Data (SIGMOD), 2022.
      Wenfei Fan, Yuanhao Li, Muyang Liu, Can Lu(Alphabetical order)
    2. Making Graphs Compact by Lossless Contraction [ PDF]
      The VLDB Journal, 2022.
      Wenfei Fan, Yuanhao Li, Muyang Liu, Can Lu(Alphabetical order)
      3. 2021
    3. Graph Algorithms with Partition Transparency [ PDF]
      IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021.
      Wenfei Fan, Muyang Liu, Ping Lu, and Qiang Yin(Alphabetical order)
    4. Making Graphs Compact by Lossless Contraction [ PDF]
      ACM SIGMOD Conference on Management of Data (SIGMOD), 2021.
      Wenfei Fan, Yuanhao Li, Muyang Liu, Can Lu(Alphabetical order)
      5. 2020
    5. Application Driven Graph Partitioning [ PDF]
      ACM SIGMOD Conference on Management of Data (SIGMOD), 2020.
      Wenfei Fan, Ruochun Jin, Muyang Liu, Ping Lu, Xiaojian Luo, Ruiqi Xu, Qiang Yin, Wenyuan Yu, Jingren Zhou(Alphabetical order)
    6. Capturing Associations in Graphs [ PDF]
      The 46th International Conference on Very Large Data Bases (VLDB), 2020.
      Wenfei Fan, Ruochun Jin, Muyang Liu, Ping Lu, Chao Tian, Jingren Zhou(Alphabetical order)
    7. Incrementalization of Graph Partitioning Algorithms [ PDF]
      The 46th International Conference on Very Large Data Bases (VLDB), 2020.
      Wenfei Fan, Muyang Liu, Chao Tian, Ruiqi Xu, Jingren Zhou(Alphabetical order)
      8. 2019
    8. Dynamic Scaling for Parallel Graph Computations [ PDF ]
      The 45th International Conference on Very Large Data Bases (VLDB), 2019.
      Wenfei Fan, Chunming Hu, Muyang Liu, Ping Lu, Qiang Yin, Jingren Zhou(Alphabetical order)
      9. 2018
    9. Think Sequential, Run Parallel [ PDF ]
      Symposium on Real-Time and Hybrid Systems, LNCS 11180, Springer, 2018. Invited.
      Wenfei Fan, Muyang Liu, Ruiqi Xu, Lei Hou, Dongze Li, Zizhong Meng
    10. A Fine-Grained Hardware Security Approach for Runtime Code Integrity in Embedded Systems [ PDF ]
      Journal of Universal Computer Science, 2018.
      Xiang Wang, Weike Wang, Bin Xu, Pei Du, Lin Li, Muyang Liu
      11. 2017
    11. Localize car door handles with image segmentation and saliency detection [ PDF ]
      IEEE International Conference on Imaging Systems and Techniques (IST), 2017.
      Fan Zhang, Mengchao Hao, Muyang Liu, Jinyu Yang

    Thesis

    1. Dynamic Scaling for Parallel Graph Computations [ PDF ]
      A Dissertation for the Degree of MSc by Research, the University of Edinburgh, 2019.
      Supervised by Prof. Wenfei Fan

    Experiences

    2017.7 ~ 2018.8      Research Intern in 7 Bridges ltd., Beijing (Acquired by Alibaba DAMO Academy in 2018)

    2020.5 ~ 2020.9      Research Intern in Shenzhen Institute of Computing Sciences, Shenzhen

    Selected Honors