"Quentin Jodelet,Xin Liu,Tsuyoshi Murata","Balanced Softmax Cross-Entropy for Incremental Learning with and without Memory",,"Computer Vision and Image Understanding",,"Vol. 225","No. 103582","pp. 1-11",2022,Nov.
"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",2022,Oct.
"村田剛志","グラフニューラルネットワーク","インテリジェント・システム・シンポジウム 2021 (FAN 2021 Online)",,,,,,2022,Sept.
"Zarina Rakhimberdina,Liu Xin,Tsuyoshi Murata","Strengthening Robustness under Adversarial Attacks using Brain Visual Codes",,"IEEE Access","IEEE","Vol. 10",,"pp. 96149-96158",2022,Sept.
"村田剛志","グラフニューラルネットワーク",,,"オーム社",,,"page 248",2022,July
"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",2022,May
"Nuttapong Chairatanakul,Xin Liu,Hoang Nguyen,Tsuyoshi MURATA","Heterogeneous graph embedding with single-level aggregation and infomax encoding",,"Machine Learning","Springer",,,"pp. 1-30",2022,Apr.
"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",2022,Feb.