Masatsugu Yamada, Mahito Sugiyama. Subgraph-Based Molecular Graph Generation. Drug Development Supported by Informatics. 2024. 103-119
Masatsugu Yamada, Mahito Sugiyama. Primer on Graph Machine Learning. Drug Development Supported by Informatics. 2024. 87-102
Kanoh, R, Sugiyama, M. Neural Tangent Kernels for Axis-Aligned Tree Ensembles. Proceedings of the 41st International Conference on Machine Learning (ICML2024). 2024
Profir-Petru Pârțachi, Mahito Sugiyama. Bringing Structure to Naturalness: On the Naturalness of ASTs. Proceedings of 46th International Conference on Software Engineering (ICSE 2024), Posters Track. 2024
Ghalamkari, K, Sugiyama, M, Kawahara, Y. Many-body Approximation for Non-negative Tensors. Advances in Neural Information Processing Systems (NeurIPS 2023). 2023. 36. 74077-74102
Sugiyama, M. Finding Statistically Significant Patterns from Data. CIESM Workshop Monograph. 2017. 49. 53-58
Giuliano, L, Dorman, C, Bowler, C, Sugiyama, M, Vezzulli, L, Czerucka, D, Le Roux, F, D'Auria, G, Troussellier, M, Briand, F. Searching for Bacterial Pathogens in the Digital Ocean-Executive Summary. CIESM Workshop Monograph. 2017. 49. 5-25
2023 - 26th International Conference on Discovery Science Program Committee
2023 - 37th Conference on Neural Information Processing Systems Area Chair
2023 - The 31st Conference on Intelligent Systems for Molecular Biology and The 22nd European Conference on Computational Biology Program Committee
2023 - The 32nd International Joint Conference on Artificial Intelligence Program Committee
2023 - 29th SIGKDD Conference on Knowledge Discovery and Data Mining Program Committee
2023 - The 11th International Conference on Learning Representations Area Chair
2023 - The 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2023) Program Committee
2022/12 - ドイツ学術交流会(DAAD) 奨学金審査会 主審査官
2022 - The 15th ACM International Conference on Web Search and Data Mining (WSDM 2022) Program Committee
2022 - The 36th AAAI Conference on Artificial Intelligence (AAAI-22) Senior Program Committee
2022 - The 32nd European Conference on Machine Learning and 25th Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2022) Journal track program committee
2022 - Artificial Intelligence and Statistics 2022 Program Committee
2022 - The 31st International Joint Conference on Artificial Intelligence Program Committee
2022 - The 30th Conference on Intelligent Systems for Molecular Biology Program Committee
2022 - The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Program Committee
2021/12 - ドイツ学術交流会(DAAD) 奨学金審査会 主審査官
2021 - The 14th ACM International Conference on Web Search and Data Mining (WSDM 2021) Program Committee
2021 - The 30th International Joint Conference on Artificial Intelligence (IJCAI-21) Senior Program Committee
2021 - The 29th Conference on Intelligent Systems for Molecular Biology and the 20th European Conference on Computational Biology (ISMB/ECCB 2021) Program Committee
2021 - The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2021) Program Committee
2021 - The 35th AAAI Conference on Artificial Intelligence (AAAI-21) Senior Program Committee
2021 - The 31st European Conference on Machine Learning and 24th Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2021) Journal Track Program Committee
2021 - The 9th International Conference on Learning Representations (ICLR 2021) Area Chair
2020 - The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2020) Program Committee
2020 - The 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI2020) Senior Program Committee
2020 - The 34th AAAI Conference on Artificial Intelligence (AAAI-20) Program Committee
2020 - 34th Conference on Neural Information Processing Systems (NeurIPS 2020) Area Chair
2020 - The 30th European Conference on Machine Learning and 23rd Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) Journal Track Program Committee
2018 - 2019 人工知能学会 人工知能基本問題研究会 (SIG-FPAI) 運営委員
2019 - 第22回情報論的学習理論ワークショップ (IBIS2019) プログラム委員
2019 - The 28th International Joint Conference on Artificial Intelligence (IJCAI-19) Program Committee
2019 - 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2019) Program Committee
2019 - The 29th European Conference on Machine Learning and 22nd Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2019) Program Committee
2019 - SIAM International Conference on Data Mining (SDM19) Program Committee
2019 - The 33rd AAAI Conference on Artificial Intelligence (AAAI-19) Program Committee
2019 - The 22nd International Conference on Artificial Intelligence and Statistics (AISTATS 2019) Program Committee
2019 - The 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2019) Program Committee
2019 - The 7th International Conference on Learning Representations (ICLR 2019) Program Committee
2019 - The 29th European Conference on Machine Learning and 22nd Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2019) Guest editorial board
2018 - 第21回情報論的学習理論ワークショップ (IBIS2018) プログラム委員
2018 - The 28th European Conference on Machine Learning and 21st Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2018) Program Committee
2018 - The 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2018) Program Committee
2018 - The 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018) Program Committee
2018 - The 35th International Conference on Machine Learning (ICML 2018) Program Committee
2018 - The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) Program Committee
2018 - The 6th International Conference on Learning Representations (ICLR 2018) Program Committee
2018 - The 21st International Conference on Artificial Intelligence and Statistics (AISTATS 2018) Program Committee
2018 - The 32nd AAAI Conference on Artificial Intelligence (AAAI-18) Program Committee
2017 - 第20回情報論的学習理論ワークショップ (IBIS2017) プログラム委員
2017 - The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017) Program Committee
2017 - IEEE DSAA2017 Special Session on Advanced Informatic Measurement using Statistics, Machine Learning and Pattern Recognition Program Committee
2017 - The 31st AAAI Conference on Artificial Intelligence (AAAI-17) Program Committee
2017 - The 20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017) Program Committee
2017 - The 21st Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2017) Program Committee
2017 - The 34th International Conference on Machine Learning (ICML 2017) Program Committee
2017 - The 23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2017) Program Committee
2017 - The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017) Program Committee
2017 - The 27th European Conference on Machine Learning and 20th Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017) Program Committee
2017 - The 20th International Conference on Discovery Science (DS 2017) Program Committee
2017 - The 4th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2017) Program Committee
2016 - The 20th Pacific Asia Knowledge Discovery and Data Mining Conference (PAKDD 2016) Program Committee
2016 - The 30th Annual Conference of the Japan Society of Artificial Intelligence Program Committee
2016 - The 22th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2016) Program Committee
2016 - The 26th European Conference on Machine Learning and 19th Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2016) Program Committee
2016 - The 8th Asian Conference on Machine Learning (ACML 2016) Program Committee
2015 - The 29th Annual Conference of the Japan Society of Artificial Intelligence Program Committee
2015 - The 2nd Workshop on Features and Structures (FEAST 2015) Program Committee
2015 - The 24th International Joint Conference on Artificial Intelligence (IJCAI 2015) Program Committee
2015 - The 25th European Conference on Machine Learning and 18th Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015) Program Committee
2015 - The 7th Asian Conference on Machine Learning (ACML 2015) Program Committee
2014 - The 24th European Conference on Machine Learning and 17th Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2014) Program Committee
2014 - The 6th Asian Conference on Machine Learning (ACML 2014) Program Committee
2013 - The 30th International Conference on Machine Learning (ICML 2013) Program Committee
2013 - The 23th European Conference on Machine Learning and 16th Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2013) Program Committee
2013 - The 5th Asian Conference on Machine Learning (ACML 2013) Program Committee
2021 - The Japanese Society for Artificial Intelligence JSAI Incentive Award Analyzing Soft Tree Ensembles Using the Neural Tangent Kernel
2021 - JSAI Annual Conference Award
2020/12 - NeurIPS 2020 Workshop: Deep Learning through Information Geometry Best Paper Award The Volume of Non-Restricted Boltzmann Machines and Their Double Descent Model Complexity
2019/09 - Journal track of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD) 2019 Reviewer Award
2018 - JSAI Incentive Award
2017 - JSAI Incentive Award
2015 - Osaka University Presidential Award for Encouragement
2015 - IEICE TC-IBISML Research Award Finalist Halting in Random Walk Kernels
2009 - Incentive Award An Alternative to Statistical Hypothesis Testing Based on Computational Learning Theory
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Association Membership(s) (5)：
Japanese Association for Medical Artificial Intelligence
, SIAM (Society for Industrial and Applied Mathematics)
, The Japanese Society for Artificial Intelligence
, INFORMATION PROCESSING SOCIETY OF JAPAN
, IEEE
