Xing Su 苏醒

Biography

I am a PhD candidate in the School of Computing, Macquarie University, Australia, supervised by Prof Jian Yang and Dr Jia Wu. I received my M.E. degree in Computer Science from Lanzhou University, China, in 2020. My research interests include data mining and machine learning, specializing in graph mining and network analysis [Google Scholar].

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Research Interests

• Graph-structured Data Mining and Analysis
• Misinformation Detection
• Community Detection
• Social Network Analysis
• Deep Learning

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Publications

[1] Xing Su, Jian Yang, Jia Wu, Yuchen Zhang. Mining User-aware Multi-Relations for Fake News Detection in Large Scale Online Social Networks. Accepted by WSDM2023. [Code]
[2] Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu. A Comprehensive Survey on Community Detection with Deep Learning. IEEE TNNLS (early access). [GitHub repository]
[3] Haijuan Yang, Jianjun Cheng*, Xing Su, Wenbo Zhang, Shiyan Zhao, Xiaoyun Chen. A Spiderweb Model for Community Detection in Dynamic Networks. Applied Intelligence, 2021, 51(7): 5157-5188.
[4] Xing Su, Jianjun Cheng*, Haijuan Yang, Mingwei Leng, Wenbo Zhang, Xiaoyun Chen. IncNSA: Detecting Communities Incrementally from Time-evolving Networks based on Node Similarity. International Journal of Modern Physics C, vol. 31(07), pages 1-19, 2020. [Code]
[5] Jianjun Cheng*, Wenbo Zhang, Haijuan Yang, Xing Su, Tao Ma, Xiaoyun Chen. A Seed-Expanding Method Based on TOPSIS for Community Detection in Complex Networks. Complexity, Vol. 2020, Article ID 9017239, 2020.
[6] Jianjun Cheng*, Xing Su, Haijuan Yang, Longjie Li, Jingming Zhang, Shiyan Zhao, Xiaoyun Chen. Neighbour Similarity Based Agglomerative Method for Community Detection in Networks. Complexity, vol. 2019, Article ID 8292485, 2019. [Code]
[7] Haijuan Yang, Jianjun Cheng*, Mingwei Leng, Xing Su, Wenbo Zhang, Xiaoyun Chen. Detecting Communities from Networks based on Their Intrinsic Properties. International Journal of Modern Physics C, vol. 30(12), pages 1-24, 2019.
[8] Jianjun Cheng*, Shiyan Zhao, Haijuan Yang, Jingming Zhang, Xing Su, Xiaoyun Chen. Detecting communities from networks using an improved self-organizing map. International Journal of Modern Physics C, vol. 30(06), pages 1-22, 2019.

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Academic Service

Journal Reviewer

• Neurocomputing
• Neural Networks
• Neural Processing Letters
• ACM Transactions on Knowledge Discovery from Data
• Journal of Network and Computer Applications
• Transactions on Emerging Topics in Computing
• New Generation Computing
• PLOS ONE

Conference Reviewer

• International Joint Conference on Neural Networks(IJCNN) 2022
• The ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2021

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Awards

• Joint China Scholarship Council - Macquarie University Research Excellence Scholarship, 2020.
• Excellent Graduate of LZU, 2020.
• Merit Postgraduate of LZU, 2019.
• Master’s Scholarship of LZU, 2017-2019.

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Contact

Email: xing.su2@hdr.mq.edu.au