論文

• Sunil Kumar Maurya, Xin Liu, Tsuyoshi Murata. Feature Selection: Key to Enhance Node Classification with Graph Neural Networks, CAAI Transactions on Intelligence Technology, pp. 1-15, Jan. 2023.  公式リンク  
  
• Sunil Kumar Maurya, Xin Liu, Tsuyoshi Murata. Simplifying Approach to Node Classification in Graph Neural Networks, Journal of Computational Science, Elsevier, Vol. 62, No. 101695, pp. 1-12, May 2022.  公式リンク  
  
• Sunil Maurya, Liu Xin, Tsuyoshi MURATA. Graph Neural Networks for Fast Node Ranking Approximation, ACM Transactions on Knowledge Discovery from Data, Vol. 15, No. 5, Article No. 78, May 2021.  公式リンク  
  

国際会議発表 (査読有り)

• Sunil Kumar Maurya, Liu Xin, Tsuyoshi Murata. Not All Neighbors are Friendly. Learning to Choose Hop Features to Improve Node Classification, 31th ACM International Conference on Information and Knowledge Management (CIKM 2022), pp. 4334–4338, Oct. 2022.  公式リンク  
  
• Sunil Kumar Maurya, Xin Liu, Tsuyoshi MURATA. Fast approximations of betweenness centrality with Graph Neural Networks, the 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), pp. 2149-2152, Nov. 2019.  公式リンク  
  

学位論文

• Enhancing Aggregation Scheme in Graph Neural Networks to Improve Learning,  Exam Summary,  Doctor (Academic),  Tokyo Institute of Technology,  2023/03/26,   
• Enhancing Aggregation Scheme in Graph Neural Networks to Improve Learning,  Thesis,  Doctor (Academic),  Tokyo Institute of Technology,  2023/03/26,   
• Enhancing Aggregation Scheme in Graph Neural Networks to Improve Learning,  Summary,  Doctor (Academic),  Tokyo Institute of Technology,  2023/03/26,   

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