金刺宏樹 (Hiroki Kanezashi) - マイポータル

基本情報

ORCID iD: https://orcid.org/0000-0002-8329-6235
J-GLOBAL ID: 202301011070920115
researchmap会員ID: R000052222

論文

Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation.

Xiaohang Xu, Toyotaro Suzumura, Jiawei Yong, Masatoshi Hanai, Chuang Yang, Hiroki Kanezashi, Renhe Jiang, Shintaro Fukushima

SIGSPATIAL/GIS 94-10 2023年
Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation.

Xiaohang Xu, Toyotaro Suzumura, Jiawei Yong, Masatoshi Hanai, Chuang Yang, Hiroki Kanezashi, Renhe Jiang, Shintaro Fukushima

CoRR abs/2310.01224 2023年
Ethereum Fraud Detection with Heterogeneous Graph Neural Networks.

Hiroki Kanezashi, Toyotaro Suzumura, Xin Liu, Takahiro Hirofuchi

CoRR abs/2203.12363 2022年
Investigating Expressiveness of Transformer in Spectral Domain for Graphs.

Anson Bastos, Abhishek Nadgeri, Kuldeep Singh 0001, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang'

CoRR abs/2201.09332 2022年
Global Data Science Project for COVID-19 Summary Report.

Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Irene Li, Hiroshi Maruyama, Hiroki Kanezashi, Raquel Pérez-Arnal, Kunihiko Miyoshi, Euma Ishii, Keita Suzuki, Sayaka Shiba …

CoRR abs/2006.05573 2020年
The Impact of COVID-19 on Flight Networks.

Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Álvarez-Napagao, Raquel Pérez-Arnal, Dario Garcia-Gasulla

CoRR abs/2006.02950 2020年
The Impact of COVID-19 on Flight Networks.

Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Álvarez-Napagao, Raquel Pérez-Arnal, Dario Garcia-Gasulla

2020 IEEE International Conference on Big Data (IEEE BigData 2020) 2443-2452 2020年
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs.

Aldo Pareja, Giacomo Domeniconi, Jie Chen 0007, Tengfei Ma 0001, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson

The Thirty-Fourth AAAI Conference on Artificial Intelligence(AAAI) 5363-5370 2020年
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs.

Aldo Pareja, Giacomo Domeniconi, Jie Chen 0007, Tengfei Ma 0001, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Charles E. Leiserson

CoRR abs/1902.10191 2019年
Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs.

Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla, Min-hwan Oh, Satoshi Matsuoka

CoRR abs/1812.10321 2018年
Scalable Graph Learning for Anti-Money Laundering: A First Look.

Mark Weber, Jie Chen 0007, Toyotaro Suzumura, Aldo Pareja, Tengfei Ma 0001, Hiroki Kanezashi, Tim Kaler, Charles E. Leiserson, Tao B. Schardl

CoRR abs/1812.00076 2018年
An incremental local-first community detection method for dynamic graphs.

Hiroki Kanezashi, Toyotaro Suzumura

CoRR abs/1808.06251 2018年
System G Distributed Graph Database.

Gabriel Tanase, Toyotaro Suzumura, Jinho Lee, Chun-Fu Chen 0001, Jason Crawford, Hiroki Kanezashi, Song Zhang, Warut D. Vijitbenjaronk

CoRR abs/1802.03057 2018年
Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs.

Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla, Min-hwan Oh, Satoshi Matsuoka

25th IEEE International Conference on High Performance Computing(HiPC) 92-101 2018年
An incremental local-first community detection method for dynamic graphs.

Hiroki Kanezashi, Toyotaro Suzumura

2016 IEEE International Conference on Big Data (IEEE BigData 2016) 3318-3325 2016年
A high performance multi-modal traffic simulation platform and its case study with the dublin city.

Toyotaro Suzumura, Gavin McArdle, Hiroki Kanezashi

Proceedings of the 2015 Winter Simulation Conference(WSC) 767-778 2015年
Performance optimization for agent-based traffic simulation by dynamic agent assignment.

Hiroki Kanezashi, Toyotaro Suzumura

Proceedings of the 2015 Winter Simulation Conference(WSC) 757-766 2015年
Towards billion-scale social simulations.

Toyotaro Suzumura, Charuwat Houngkaew, Hiroki Kanezashi

Proceedings of the 2014 Winter Simulation Conference(WSC) 781-792 2014年
Multi-modal traffic simulation platform on parallel and distributed systems.

Toyotaro Suzumura, Hiroki Kanezashi

Proceedings of the 2014 Winter Simulation Conference(WSC) 769-780 2014年
Extreme Big Data (EBD): Next Generation Big Data Infrastructure Technologies Towards Yottabyte/Year.

Satoshi Matsuoka, Hitoshi Sato, Osamu Tatebe, Michihiro Koibuchi, Ikki Fujiwara, Shuji Suzuki, Masanori Kakuta, Takashi Ishida 0002, Yutaka Akiyama, Toyotaro Suzumura …

Journal of Supercomputing Frontiers and Innovations 1(2) 89-107 2014年

もっとみる

MISC

How Expressive are Transformers in Spectral Domain for Graphs?

Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang'

2022年1月23日

共同研究・競争的資金等の研究課題

大容量メモリ環境上のグラフ特徴量抽出アルゴリズムの性能最適化

日本学術振興会科学研究費助成事業若手研究 2021年4月 - 2025年3月

金刺宏樹