Research Achievements
Exploring Exploratory Querying
Marcelo Arenas, Enrico Franconi, Janik Hammerer, Olaf Hartig, Katja Hose, Laura Koesten, George Konstantinidis, Leonid Libkin, Wim Martens, Yuya Sasaki, Stefanie Scherzinger, Katherine Thornton, Hsiang-Yun Wu
Proceedings of the VLDB Endowment (PVLDB)
12, 2025
Vol/No/Pages: Vol. 18 , No. 13 , pp. 5731 - 5739
From Benchmarking to Understanding FairML
Mykola Pechenizkiy, Hilde Weerts, Cassio de Campos, Yuya Sasaki, Julia Stoyanovich
European Conference on Artificial Intelligence (ECAI)
10, 2025
DOI: 10.3233/FAIA250783
Vol/No/Pages: Vol. 413 , pp. 38 - 45
Graph Neural Network Leveraging Higher-Order Class Label Connectivity for Heterophilous Graphs
Takuto Takahashi, Itsuki Nakayama, Takahiro Mitani, Ryosuke Kikuchi, Yuya Sasaki, Makoto Onizuka
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
9, 2025
DOI: 10.1007/978-3-032-05981-9_28
Vol/No/Pages: pp. 474 - 491
SAFE: Sampling-Assisted Fast Learned Cardinality Estimation for Dynamic Spatial Data
Yuchen Ji, Daichi Amagata, Yuya Sasaki, Takahiro Hara
Proceedings of 35th International Conference on Database and Expert Systems Applications (DEXA 2024)
2024
Mining Path Association Rules in Large Property Graphs
Yuya Sasaki, Panagiotis Karras
Proceedings of 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024)
2024
Quantifying Gendered Citation Imbalance in Computer Science Conferences
Kazuki Nakajima, Yuya Sasaki, Sohei Tokuno, George Fletcher
Proceedings of 7th AAAI Conference on AI, Ethics, and Society (AIES 2024)
2024
Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantander
Yuya Sasaki, Junya Takayama, Juan Ramón Santana, Shohei Yamasaki, Tomoya Okuno, Makoto Onizuka
in proceedings of International Conference on Mobile Data Management (MDM)
2023
Learned Spatial Data Partitioning
Keizo Hori, Yuya Sasaki, Daichi Amagata, Yuki Murosaki, Makoto Onizuka
International Workshop on Exploiting Artificial Intelligence Techniques for Data Management(aiDM)
2023
Holistic Prediction on a Time-Evolving Attributed Graph
Shohei Yamasaki, Yuya Sasaki, Panagiotis Karras, Makoto Onizuka
Annual Meeting of the Association for Computational Linguistics (ACL)
2023
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
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
Cost-constrained Minimal Steiner Tree Enumeration
in Proceedings of International Conference on Information and Knowledge Management (CIKM)
2022
Adaptive Node Embedding Propagation for Semi-Supervised
Yuya Ogawa, Seiji Maekawa, Yuya Sasaki, Yasuhiro Fujiwara, Makoto Onizuka
Classification. Proceedings of The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD)
9, 2021
Smart City Data Analysis via Visualization of Correlated Attribute Patterns
Yuya Sasaki, Keizo Hori, Daiki Nishihara, Sora Ohashi, Yusuke Wakuta, Kei Harada, Makoto Onizuka, Yuki Arase, Shinji Shimojo, Kenji Doi, He Hongdi, Zhong-Ren Peng
24th International Conference on Extending Database Technology (EDBT)
3, 2021
Controlling Internal Structure of Communities on Graph Generator
Hiroto Yamaguchi, Yuya Ogawa, Seiji Maekawa, Yuya Sasaki, Makoto Onizuka
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
12, 2020
Towards Guaranteeing Global Consistency for Peer-based Data Integration Architecture
Kota Miyake, Yusuke Wakuta, Yuya Sasaki, Makoto Onizuka
Fourth Workshop on Software Foundations for Data Interoperability
9, 2020
Are Satellite Images Effective for Estimating Land Prices on Deep Neural Network Models?
Shinya Yamada, Shohei Yamasaki, Tomoya Okuno, Yuya Sasaki
nternational Workshop on Mobile Data Management, Mining, and Computing on Social Networks (MobiSocial 2020),
7, 2020
We do not have Systems for Analysing IoT Big-Data
Conference on Innovative Data Systems Research (CIDR)
2, 2020
Efficient Network Reliability Computation in Uncertain Graphs
Yuya Sasaki, Yasuhiro Fujiwara, Makoto Onizuka
In Proceedings of International Conference on Extending Database Technology
3, 2019
Data Slice Search for Local Outlier View Detection: A Case Study in Fashion EC
Takumi Matsumoto, Yuya Sasaki, Makoto Onizuka
In Proceedings of International Workshop on Data Analytics Solutions for Real-Life Applications with EDBT/ICDT Joint Conference
3, 2019
Road Segment Interpolation for Incomplete Road Data
Yuya Sasaki, Jiahao Yu, Yoshiharu Ishikawa
In Proceedings of International Conference on Big Data and Smart Computing
2, 2019
Flexible Framework for Data Integration and Update Propagation: System Aspect
Yasuhito Asano, Dennis-Florian Herr, Yasunori Ishihara, Hiroyuki Kato, Keisuke Nakano, Makoto Onizuka, Yuya Sasaki
BigComp Workshop on Software Foundations for Data Interoperability
2, 2019
Toward BX-Based Architecture for Controlling and Sharing Distributed Data
Yasunori Ishihara, Hiroyuki Kato, Keisuke Nakano, Makoto Onizuka, Yuya Sasaki
BigComp Workshop on Software Foundations for Data Interoperability
2, 2019
Efficient Data Slice Search for Exceptional View Detection
Yohei Mizuno, Yuya Sasaki, Makoto Onizuka
International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data
3, 2017
No award data available at the moment.