| 2026 | PAKDD | Modeling User Preferences as Distributions for Optimal Transport-Based Cross-Domain Recommendation under Non-overlapping Settings. | Ziyin Xiao, Toyotaro Suzumura |
| 2025 | ICDM | Enhancing Graph-Based Advanced Persistent Threat Detection with LLM Sentence Embedding. | Shota Sakamaki, Hiroki Kanezashi, Toyotaro Suzumura, Tomohiro Kudoh |
| 2025 | IROS | GIANT - Global Path Integration and Attentive Graph Networks for Multi-Agent Trajectory Planning. | Jonas le Fevre Sejersen, Toyotaro Suzumura, Erdal Kayacan |
| 2025 | SDM | A Look Into News Avoidance Through | Igor L. R. Azevedo, Toyotaro Suzumura, Yuichiro Yasui |
| 2024 | ICLR | Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs. | Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura |
| 2024 | SIGIR | Graph-Based Audience Expansion Model for Marketing Campaigns. | Md. Mostafizur Rahman, Daisuke Kikuta, Yu Hirate, Toyotaro Suzumura |
| 2023 | AAAI | Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions. | Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh |
| 2023 | AAAI | Spatio-Temporal Meta-Graph Learning for Traffic Forecasting. | Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura |
| 2023 | RecSys | ✨ Going Beyond Local: Global Graph-Enhanced Personalized News Recommendations. | Boming Yang, Dairui Liu, Toyotaro Suzumura, Ruihai Dong, Irene Li |
| 2023 | WWW | Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? | Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, Manish Singh, Toyotaro Suzumura |
| 2023 | SIGIR | Exploring 360-Degree View of Customers for Lookalike Modeling. | Md. Mostafizur Rahman, Daisuke Kikuta, Satyen Abrol, Yu Hirate, Toyotaro Suzumura, Pablo Loyola, Takuma Ebisu, Manoj Kondapaka |
| 2023 | UCC | Cloud Data Acquisition from Shared-Use Facilities in A University-Scale Laboratory Information Management System. | Masatoshi Hanai, Mitsuaki Kawamura, Ryo Ishikawa, Toyotaro Suzumura, Kenjiro Taura |
| 2022 | DASC | mdx: A Cloud Platform for Supporting Data Science and Cross-Disciplinary Research Collaborations. | Toyotaro Suzumura, Akiyoshi Sugiki, Hiroyuki Takizawa, Akira Imakura, Hiroshi Nakamura, Kenjiro Taura, Tomohiro Kudoh, Toshihiro Hanawa, Yuji Sekiya, Hill Hiroki Kobayashi, Yohei Kuga, Ryo Nakamura, Renhe Jiang, Junya Kawase, Masatoshi Hanai, Hiroshi Miyazaki, Tsutomu Ishizaki, Daisuk Shimotoku, Daisuke Miyamoto, Kento Aida, Atsuko Takefusa, Takashi Kurimoto, Koji Sasayama, Naoya Kitagawa, Ikki Fujiwara, Yusuke Tanimura, Takayuki Aoki, Toshio Endo, Satoshi Ohshima, Keiichiro Fukazawa, Susumu Date, Toshihiro Uchibayashi |
| 2021 | SC | Efficient scaling of dynamic graph neural networks. | Venkatesan T. Chakaravarthy, Shivmaran S. Pandian, Saurabh Raje, Yogish Sabharwal, Toyotaro Suzumura, Shashanka Ubaru |
| 2020 | AAAI | EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs. | Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson |
| 2020 | SGAI | What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing. | Irene Li, Yixin Li, Tianxiao Li, Sergio lvarez-Napagao, Dario Garcia-Gasulla, Toyotaro Suzumura |
| 2019 | SERVICES | Scalable Graph Learning for Finance. | Toyotaro Suzumura |
| 2018 | HiPC | Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs. | Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla, Min-hwan Oh, Satoshi Matsuoka |
| 2017 | HiPC | An X10-Based Distributed Streaming Graph Database Engine. | Miyuru Dayarathna, Sathya Bandara, Nandula Jayamaha, Mahen Herath, Achala Madhushan, Sanath Jayasena, Toyotaro Suzumura |
| 2017 | ICDM | Principled Multilayer Network Embedding. | Weiyi Liu, Pin-Yu Chen, Sailung Yeung, Toyotaro Suzumura, Lingli Chen |
| 2016 | HPDC | Towards Next-Generation Graph Processing and Management Platform. | Toyotaro Suzumura |
| 2015 | ISM | Efficient Multi-training Framework of Image Deep Learning on GPU Cluster. | Chun-Fu (Richard) Chen, Gwo Giun Chris Lee, Yinglong Xia, W. Sabrina Lin, Toyotaro Suzumura, Ching-Yung Lin |
| 2015 | PADS | Exact-Differential Large-Scale Traffic Simulation. | Masatoshi Hanai, Toyotaro Suzumura, Georgios Theodoropoulos, Kalyan S. Perumalla |
| 2015 | PLDI | Scalable parallel numerical constraint solver using global load balancing. | Daisuke Ishii, Kazuki Yoshizoe, Toyotaro Suzumura |
| 2015 | WSC | Towards large-scale what-if traffic simulation with exact-differential simulation. | Masatoshi Hanai, Toyotaro Suzumura, Georgios Theodoropoulos, Kalyan S. Perumalla |
| 2015 | WSC | Performance optimization for agent-based traffic simulation by dynamic agent assignment. | Hiroki Kanezashi, Toyotaro Suzumura |
| 2015 | WSC | A high performance multi-modal traffic simulation platform and its case study with the dublin city. | Toyotaro Suzumura, Gavin McArdle, Hiroki Kanezashi |
| 2014 | BigData | Towards Emulation of Large Scale Complex Network Workloads on Graph Databases with XGDBench. | Miyuru Dayarathna, Toyotaro Suzumura |
| 2014 | CloudCom | An Adaptive VM Provisioning Method for Large-Scale Agent-Based Traffic Simulations on the Cloud. | Masatoshi Hanai, Toyotaro Suzumura, Anthony Ventresque, Kazuyuki Shudo |
| 2014 | CP | Scalable Parallel Numerical CSP Solver. | Daisuke Ishii, Kazuki Yoshizoe, Toyotaro Suzumura |
| 2014 | EuroPar | Towards a Framework for Adaptive Resource Provisioning in Large-Scale Distributed Agent-Based Simulation. | Masatoshi Hanai, Toyotaro Suzumura, Anthony Ventresque, Kazuyuki Shudo |
| 2014 | WSC | Towards billion-scale social simulations. | Toyotaro Suzumura, Charuwat Houngkaew, Hiroki Kanezashi |
| 2014 | WSC | Multi-modal traffic simulation platform on parallel and distributed systems. | Toyotaro Suzumura, Hiroki Kanezashi |
| 2014 | WWW | Towards scalable X10 based link prediction for large scale social networks. | Hidefumi Ogata, Toyotaro Suzumura |
| 2014 | WWW | Towards large-scale graph stream processing platform. | Toyotaro Suzumura, Shunsuke Nishii, Masaru Ganse |
| 2014 | SC | Towards scalable distributed graph database engine for hybrid clouds. | Miyuru Dayarathna, Toyotaro Suzumura |
| 2013 | CCGRID | A Scalable Implementation of a MapReduce-based Graph Processing Algorithm for Large-Scale Heterogeneous Supercomputers. | Koichi Shirahata, Hitoshi Sato, Toyotaro Suzumura, Satoshi Matsuoka |
| 2013 | DASFAA | A Mechanism for Stream Program Performance Recovery in Resource Limited Compute Clusters. | Miyuru Dayarathna, Toyotaro Suzumura |
| 2013 | HiPC | X10-based distributed and parallel betweenness centrality and its application to social analytics. | Charuwat Houngkaew, Toyotaro Suzumura |
| 2013 | HiPC | Parallel distributed breadth first search on GPU. | Koji Ueno, Toyotaro Suzumura |
| 2013 | WSC | A holistic architecture for super real-time multiagent simulation platforms. | Toyotaro Suzumura, Hiroki Kanezashi |
| 2013 | WWW | Towards highly scalable pregel-based graph processing platform with x10. | Nguyen Thien Bao, Toyotaro Suzumura |
| 2013 | WWW | A first view of exedra: a domain-specific language for large graph analytics workflows. | Miyuru Dayarathna, Toyotaro Suzumura |
| 2013 | WWW | How social network is evolving?: a preliminary study on billion-scale twitter network. | Masaru Watanabe, Toyotaro Suzumura |
| 2012 | CloudCom | XGDBench: A benchmarking platform for graph stores in exascale clouds. | Miyuru Dayarathna, Toyotaro Suzumura |
| 2012 | CLUSTER | A GPU Implementation of Generalized Graph Processing Algorithm GIM-V. | Koichi Shirahata, Hitoshi Sato, Toyotaro Suzumura, Satoshi Matsuoka |
| 2012 | DASFAA | Highly Scalable Speech Processing on Data Stream Management System. | Shunsuke Nishii, Toyotaro Suzumura |
| 2012 | HiPC | Scalable performance of ScaleGraph for large scale graph analysis. | Miyuru Dayarathna, Charuwat Houngkaew, Hidefumi Ogata, Toyotaro Suzumura |
| 2012 | HiPC | Towards highly scalable X10 based spectral clustering. | Hidefumi Ogata, Miyuru Dayarathna, Toyotaro Suzumura |
| 2012 | HiPC | GPU task parallelism for scalable anomaly detection. | Koji Ueno, Toyotaro Suzumura |
| 2012 | HPDC | Highly scalable graph search for the Graph500 benchmark. | Koji Ueno, Toyotaro Suzumura |
| 2012 | WSC | Towards performance optimization of X10-based agent simulation platform with adaptive synchronization method. | Toyotaro Suzumura, Hiroki Kanezashi |
| 2011 | ICWS | StreamWeb: Real-Time Web Monitoring with Stream Computing. | Toyotaro Suzumura, Tomoaki Oiki |
| 2010 | SYSTOR | Scalable performance of system S for extract-transform-load processing. | Toyotaro Suzumura, Toshiaki Yasue, Tamiya Onodera |
| 2010 | VEE | Evaluation of a just-in-time compiler retrofitted for PHP. | Michiaki Tatsubori, Akihiko Tozawa, Toyotaro Suzumura, Scott Trent, Tamiya Onodera |
| 2009 | WWW | Highly scalable web applications with zero-copy data transfer. | Toyotaro Suzumura, Michiaki Tatsubori, Scott Trent, Akihiko Tozawa, Tamiya Onodera |
| 2009 | WWW | HTML templates that fly: a template engine approach to automated offloading from server to client. | Michiaki Tatsubori, Toyotaro Suzumura |
| 2008 | ICWS | Performance Comparison of Web Service Engines in PHP, Java and C. | Toyotaro Suzumura, Scott Trent, Michiaki Tatsubori, Akihiko Tozawa, Tamiya Onodera |
| 2008 | Middleware | Performance Comparison of PHP and JSP as Server-Side Scripting Languages. | Scott Trent, Michiaki Tatsubori, Toyotaro Suzumura, Akihiko Tozawa, Tamiya Onodera |
| 2006 | ICSOC | Optimizing Differential XML Processing by Leveraging Schema and Statistics. | Toyotaro Suzumura, Satoshi Makino, Naohiko Uramoto |
| 2005 | ICWS | Optimizing Web Services Performance by Differential Deserialization. | Toyotaro Suzumura, Toshiro Takase, Michiaki Tatsubori |
| 2005 | WWW | An adaptive, fast, and safe XML parser based on byte sequences memorization. | Toshiro Takase, Hisashi Miyashita, Toyotaro Suzumura, Michiaki Tatsubori |
| 2001 | SC | A Jini-based computing portal system. | Toyotaro Suzumura, Satoshi Matsuoka, Hidemoto Nakada |