論文

• Jun Jin Choong, Xin Liu, Tsuyoshi MURATA. Optimizing Variational Graph Autoencoder for Community Detection with Dual Optimization, Entropy, MDPI, Vol. 22, No. 2, pp. 1-21, Feb. 2020.  公式リンク  
  
• Jun Jin Choong, Liu Xin, Tsuyoshi MURATA. Variational Approach for Learning Community Structures, Complexity, Hindawi, Vol. 2018, No. 4867304, pp. 1-13, 2018.  公式リンク  
  

国際会議発表 (査読有り)

• 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  
  
• Arie Wahyu Wijayanto, Jun Jin Choong, Kaushalya Madhawa, Tsuyoshi MURATA. Towards Robust Compressed Convolutional Neural Networks, The 6th IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2019), Proceedings of the 6th IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2019), IEEE, pp. 168-175, Feb. 2019.
• Arie Wahyu Wijayanto, Jun Jin Choong, Kaushalya Madhawa, Tsuyoshi MURATA. Robustness of Compressed Convolutional Neural Networks, Workshop on Big Data for CyberSecurity (BigCyber-2018), Proceedings of the 2018 IEEE International Conference on Big Data (Big Data), pp. 4829-4836, Dec. 2018.  公式リンク  
  
• Jun Jin Choong, Liu Xin, Tsuyoshi MURATA. Learning Community Structure with Variational Autoencoder, IEEE International Conference on Data Mining (ICDM 2018), Proceedings of IEEE International Conference on Data Mining (ICDM 2018), IEEE, pp. 69-78, Nov. 2018.  公式リンク  
  

学位論文

• Learning Community Structures with Variational Optimization,  Thesis,  Doctor (Academic),  Tokyo Institute of Technology,  2020/06/30,   
• Learning Community Structures with Variational Optimization,  Exam Summary,  Doctor (Academic),  Tokyo Institute of Technology,  2020/06/30,   
• Learning Community Structures with Variational Optimization,  Summary,  Doctor (Academic),  Tokyo Institute of Technology,  2020/06/30,   

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