Welcome

Education Background

        
        

          

            
Degree
            
Major
            
University
            
Year
          
        
        

          

            
Doctor of Philosophy
            
Computing
            
Macquarie University
            
2021.10 - Now 
          
          

            
Master of Research
            
Computing
            
Macquarie University
            
2020.01 - 2021.02
          
          

            
Master of Information Technology
            
Computing
            
University of Melbourne
            
2014.02 - 2014.12
          
          

            
Bachelor of Software Engineering
            
Software Engineering
            
Tianjin University
            
2006.09 - 2010.07
          
        
      

Work and Internship Experience

        
        

          

            
Company/Organisation
            
Role
            
Year
          
        
        

          

            
Macquarie University, DataX Research Centre
            
Research Assistant
            
Now - 2023.12
          
          

            
GenieUS Genomics
            
ARP.Intern
            
2023.06 - 2023.10
          
          

            
Data Centre of Ningxia
            
Senior Staff Member
            
2018.10 - 2019.12
          
          

            
Information and Data Management Center of HRSS Ningxia
            
Senior Staff Member
            
2015.05 - 2018.10
          
          

            
Ericsson (China) Communications Co.Ltd.
            
Integration Engineer
            
2010.07 - 2013.09
          
        
      

My Publications

GmapAD [1]:

Graph Anomaly Detection [5]:

DAGAD [6]:

Multi-Attributed-View Representation [8]:

• [1] *Xiaoxiao Ma, Jia Wu, Jian Yang, Quan Z. Sheng, “Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping”, ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD) 2023. [PDF] [CODE]
• [2] *Yuchen Zhang, *Xiaoxiao Ma, Jia Wu, Jian Yang, Hao Fan, “Heterogeneous Subgraph Transformer for Fake News Detection”, International World Wide Web Conference (WWW) 2024. *Equivalent First Author. [PDF]
• [3] *Bingbing Xie, *Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Hao fan, “Heterogeneous Graph Neural Network via Knowledge Relations for Fake News Detection”, SSDBM 2023. *Equivalent First Author.
• [4] Bilal Khan, Jia Wu, Jian Yang, Xiaoxiao Ma, “Heterogeneous Hypergraph Neural Network for Social Recommendation using Attention Network”, ACM Transactions on Recommender Systems 2023.
• [5] *Bingbing Xie, *Xiaoxiao Ma, Jia Wu, Jian Yang, Hao Fan, "Knowledge Graph Enhanced Heterogeneous Graph Neural Network for Fake News Detection", IEEE Transactions on Consumer Electronics, 2023. *Equivalent First Author.
• [6] *Fanzhen Liu, *Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal, “DAGAD: Data Augmentation for Graph Anomaly Detection”, ICDM 2022. [PDF] *Equivalent First Author.
• [7] Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Chuan Zhou, Quan Z. Sheng, Hui Xiong, Leman Akoglu, “A Comprehensive Survey on Graph Anomaly Detection with Deep Learning”, IEEE Transactions on Knowledge and Data Engineering (TKDE, CORE ranked A*, CCF A, Web of science impact factor: 4.935, Google H-index: 174), 2021. [PDF] [REPOSITORY]
• [8] Xiaoxiao Ma, Shan Xue, Jia Wu, Jian Yang, Cecile Paris, Surya Nepal, and Quan Z. Sheng. “Deep Multi-Attributed-View Graph Representation Learning”, IEEE Transactions on Network Science and Engineering (TNSE, JCR impact factor 5.213, Google H-index: 29), 2022. [PDF] [CODE]
• [9] Richard O. Sinnott, Jun Han, William Hu, Xiaoxiao Ma, Kuai Yu, “Application of Mobile Games to Support Clinical Data Collection for Patients with Niemann-Pick Disease”, IEEE 28th International Symposium on Computer-Based Medical Systems (CBMS), 2015. [PDF]

Hosted Project

Awesome Deep Graph Anomaly Detection [REPOSITORY]

Awards

        

          

            
Award
            
Organised By
            
Year
          
        
        

          

            
Executive Dean's Commendation for Academic Excellence 
in Year 2 Master of Research
            
Macquarie University
            
2021
          
          

            
The Third (Silver Medal) in the 2nd Network Hacking Competition
            
Ningxia
            
2018
          
          

            
Award of Encouragement in the 1st Network Hacking Competition
            
Ningxia
            
2017
          
          

            
Information Technology Project Management Professional
            
P.R.C.
            
2016
          
          

            
Annual Best Staff
            
Ningxia
            
2016
          
          

            
Network Engineer Certification
            
P.R.C.
            
2015
          
          

            
Bronze Medal in The Tianjin Metropolitan Collegiate 
Programming Contest
            
ACM
            
2007
          
        
      

Research Activities

• Journal Reviewer
  • ACM Transactions on Knowledge Discovery from Data
  • World Wide Web Journal
  • IEEE Transactions on Emerging Topics in Computing
  • IEEE Transactions on Neural Computing
  • Journal of Information Science
  • Neural Networks
• Conference Reviewer
  • The IEEE International Conference on Data Mining (ICDM) 2021
  • The ACM Conference on Web Search and Data Mining (WSDM) 2021
  • The Conference on Information and Knowledge Management (CIKM) 2021
  • The IEEE International Conference on Big Knowledge (ICBK) 2021
  • International Joint Conference on Neural Networks (IJCNN) 2021, 2022
  • The ACM SIGKDD conference on Knowledge Discovery and Data Mining (KDD) 2021