論文

• Nuttapong Chairatanakul, Xin Liu, Hoang Nguyen, Tsuyoshi MURATA. Heterogeneous graph embedding with single-level aggregation and infomax encoding, Machine Learning, Springer, pp. 1-30, Apr. 2022.  公式リンク  
  

国際会議発表 (査読有り)

• Nuttapong Chairatanakul, Hoang Nguyen, Xin Liu, Tsuyoshi MURATA. Leaping Through Time with Gradient-based Adaptation for Recommendation, 36th AAAI Conference on Artificial Intelligence (AAAI 2022), AAAI Press, pp. 6141-6149, Feb. 2022.  公式リンク  
  
• Hoang Nguyen, Takanori Maehara, Tsuyoshi MURATA. Revisiting Graph Neural Networks: Graph Filtering Perspective, the 25th International Conference on Pattern Recognition (ICPR 2020), pp. 8376-8383, Jan. 2021.  公式リンク  
  
• Hoang Nguyen, Takanori Maehara. Graph Homomorphism Convolution, 37th International Conference on Machine Learning, Proceedings of Machine Learning Research:, PMLR, Vol. 119, June 2020.  公式リンク  
  
• Hoang Nguyen, Jun Jin Choong, Tsuyoshi MURATA. Learning Graph Neural Networks with Noisy Labels, The 2nd Learning from Limited Labeled Data (LLD) Workshop, pp. 1-5, May 2019.  公式リンク  
  
• Hoang Nguyen, Tsuyoshi MURATA. Motif-Aware Graph Embedding, The Third International Workshop on Representation Learning for Graphs (ReLiG 2017), pp. 9-16, Aug. 2017.  公式リンク  
  

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