@book{CTT100886751, author = {村田剛志}, title = {グラフニューラルネットワーク}, publisher = {オーム社}, year = 2022, } @article{CTT100886750, author = {Quentin Jodelet and Xin Liu and Tsuyoshi Murata}, title = {Balanced Softmax Cross-Entropy for Incremental Learning with and without Memory}, journal = {Computer Vision and Image Understanding}, year = 2022, } @article{CTT100886748, author = {Zarina Rakhimberdina and Liu Xin and Tsuyoshi Murata}, title = {Strengthening Robustness under Adversarial Attacks using Brain Visual Codes}, journal = {IEEE Access}, year = 2022, } @article{CTT100886749, author = {Sunil Kumar Maurya and Xin Liu and Tsuyoshi Murata}, title = {Simplifying Approach to Node Classification in Graph Neural Networks}, journal = {Journal of Computational Science}, year = 2022, } @article{CTT100872006, author = {Nuttapong Chairatanakul and Xin Liu and Hoang Nguyen and Tsuyoshi MURATA}, title = {Heterogeneous graph embedding with single-level aggregation and infomax encoding}, journal = {Machine Learning}, year = 2022, } @inproceedings{CTT100886746, author = {Sunil Kumar Maurya and Liu Xin and Tsuyoshi Murata}, title = {Not All Neighbors are Friendly. Learning to Choose Hop Features to Improve Node Classification}, booktitle = {}, year = 2022, } @inproceedings{CTT100875721, author = {村田剛志}, title = {グラフニューラルネットワーク}, booktitle = {}, year = 2022, } @inproceedings{CTT100872007, author = {Nuttapong Chairatanakul and Hoang Nguyen and Xin Liu and Tsuyoshi MURATA}, title = {Leaping Through Time with Gradient-based Adaptation for Recommendation}, booktitle = {}, year = 2022, }