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ORCIDToyotaro Suzumura
- > Home > Persons > Toyotaro Suzumura
Publications
- 2023
[c87]Xiaohang Xu
, Toyotaro Suzumura, Jiawei Yong, Masatoshi Hanai, Chuang Yang, Hiroki Kanezashi, Renhe Jiang, Shintaro Fukushima:
Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation. SIGSPATIAL/GIS 2023: 94:1-94:10- [i34]Xiaohang Xu, Toyotaro Suzumura, Jiawei Yong, Masatoshi Hanai, Chuang Yang, Hiroki Kanezashi, Renhe Jiang, Shintaro Fukushima:
Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation. CoRR abs/2310.01224 (2023) - 2022
- [j16]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang':
How Expressive are Transformers in Spectral Domain for Graphs? Trans. Mach. Learn. Res. 2022 (2022) - [i33]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang':
Investigating Expressiveness of Transformer in Spectral Domain for Graphs. CoRR abs/2201.09332 (2022) - [i32]Hiroki Kanezashi, Toyotaro Suzumura, Xin Liu, Takahiro Hirofuchi:
Ethereum Fraud Detection with Heterogeneous Graph Neural Networks. CoRR abs/2203.12363 (2022) - 2020
- [c78]Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson:
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs. AAAI 2020: 5363-5370 - [c77]Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Álvarez-Napagao, Raquel Pérez-Arnal, Dario Garcia-Gasulla:
The Impact of COVID-19 on Flight Networks. IEEE BigData 2020: 2443-2452 - [i22]Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Álvarez-Napagao, Raquel Pérez-Arnal, Dario Garcia-Gasulla:
The Impact of COVID-19 on Flight Networks. CoRR abs/2006.02950 (2020) - 2019
- [i21]Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Charles E. Leiserson:
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs. CoRR abs/1902.10191 (2019) - 2018
- [c73]Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla, Min-hwan Oh, Satoshi Matsuoka:
Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs. HiPC 2018: 92-101 - [i16]Gabriel Tanase, Toyotaro Suzumura, Jinho Lee, Chun-Fu Chen, Jason Crawford, Hiroki Kanezashi, Song Zhang, Warut D. Vijitbenjaronk:
System G Distributed Graph Database. CoRR abs/1802.03057 (2018) - [i14]Hiroki Kanezashi, Toyotaro Suzumura:
An incremental local-first community detection method for dynamic graphs. CoRR abs/1808.06251 (2018) - [i13]Mark Weber, Jie Chen, Toyotaro Suzumura, Aldo Pareja, Tengfei Ma, Hiroki Kanezashi, Tim Kaler, Charles E. Leiserson, Tao B. Schardl:
Scalable Graph Learning for Anti-Money Laundering: A First Look. CoRR abs/1812.00076 (2018) - [i12]Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla, Min-hwan Oh, Satoshi Matsuoka:
Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs. CoRR abs/1812.10321 (2018) - 2016
- [c60]Hiroki Kanezashi, Toyotaro Suzumura:
An incremental local-first community detection method for dynamic graphs. IEEE BigData 2016: 3318-3325 - 2015
- [c50]Hiroki Kanezashi, Toyotaro Suzumura:
Performance optimization for agent-based traffic simulation by dynamic agent assignment. WSC 2015: 757-766 - [c49]Toyotaro Suzumura, Gavin McArdle, Hiroki Kanezashi:
A high performance multi-modal traffic simulation platform and its case study with the dublin city. WSC 2015: 767-778 - 2014
- [j4]Satoshi Matsuoka, Hitoshi Sato, Osamu Tatebe, Michihiro Koibuchi, Ikki Fujiwara, Shuji Suzuki, Masanori Kakuta, Takashi Ishida, Yutaka Akiyama, Toyotaro Suzumura, Koji Ueno, Hiroki Kanezashi, Takemasa Miyoshi:
Extreme Big Data (EBD): Next Generation Big Data Infrastructure Technologies Towards Yottabyte/Year. Supercomput. Front. Innov. 1(2): 89-107 (2014) - [c42]Toyotaro Suzumura, Hiroki Kanezashi:
Multi-modal traffic simulation platform on parallel and distributed systems. WSC 2014: 769-780 - [c41]Toyotaro Suzumura, Charuwat Houngkaew, Hiroki Kanezashi:
Towards billion-scale social simulations. WSC 2014: 781-792 - 2013
- [c33]Toyotaro Suzumura, Hiroki Kanezashi:
A holistic architecture for super real-time multiagent simulation platforms. WSC 2013: 1604-1612 - 2012
- [c26]Toyotaro Suzumura, Hiroki Kanezashi:
Highly Scalable X10-Based Agent Simulation Platform and Its Application to Large-Scale Traffic Simulation. DS-RT 2012: 243-250 - [c18]Toyotaro Suzumura, Hiroki Kanezashi:
Towards performance optimization of X10-based agent simulation platform with adaptive synchronization method. WSC 2012: 352:1-352:2
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