Research Achievements
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs
Seiji Maekawa, Koki Noda, Yuya Sasaki, Makoto Onizuka
NeurIPS Datasets and Benchmarks Track
11, 2022
Language-aware Indexing for Conjunctive Path Queries
Yuya Sasaki, George Fletcher, Makoto Onizuka
Proceedings of International Conference on Data Engineering (ICDE)
9, 2022
GNN Transformation Framework for Improving Efficiency and Scalability
Seiji Maekawa, Yuya Sasaki, George Fletcher, Makoto Onizuka
Proceedings of The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD)
9, 2022
Benchmarking GNNs with GenCAT Workbench
Seiji Maekawa, Yuya Sasaki, George Fletcher, Makoto Onizuka
Demo Track of ECML/PKDD
9, 2022
AIREX: Neural Network-based Approach for Air Quality Inference in Unmonitored Cities
Yuya Sasaki, Kei Harada, Shohei Yamasaki, Makoto Onizuka
Proceedings of 23rd IEEE International Conference on Mobile Data Management (MDM)
6, 2022
FedMe: Federated Learning via Model Exchange
Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka
SIAM International Conference on Data Mining (SDM22)
4, 2022
JupySim: Jupyter Notebook Similarity Search System
Misato Horiuchi, Yuya Sasaki, Chuan Xiao, Makoto Onizuka
Proceedings of 25th International Conference on Extending Database Technology (EDBT)
3, 2022
A Performance Study of One-dimensional Learned Cardinality Estimation
Yuchen Ji, Daichi Amagata, Yuya Sasaki, Takahiro Hara
International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP)
3, 2022
Bidirectional Collaborative Frameworks for Decentralized Data Management
Yasuhito Asano, Yang Cao, Soichiro Hidaka, Zhenjiang Hu, Yasunori Ishihara, Hiroyuki Kato, Keisuke Nakano, Makoto Onizuka, Yuya Sasaki, Toshiyuki Shimizu, Masato Takeichi, Chuan Xiao, Masatoshi Yoshikawa
Proceedings of Workshop on Software Foundations for Data Interoperability
1, 2022
A Survey on IoT Big Data Analytic Systems: Current and Future
IEEE Internet of Things Journal
2022
Cost-constrained Minimal Steiner Tree Enumeration
in Proceedings of International Conference on Information and Knowledge Management (CIKM)
2022
To what extent the traffic restriction policies can improve its air quality? An inspiration from COVID-19
Si-qing Xu, Hong-di He, Ming-ke Yang, Cui-lin Wu, Xing-hang Zhu, Zhong-Ren Peng, Yuya Sasaki, Kenji Doi, Shinji Shimojo
Springer Stochastic Environmental Research and Risk Assessment
2022
No award data available at the moment.