Research Achievements

CEFR-based Sentence Difficulty Annotation and Assessment

Y. Arase, S.Uchida, T. Kajiwara

Proc. of Conference on Empirical Methods in Natural Language Processing (EMNLP2022)

12, 2022

Copied!
Low-resource Interactive Active Labeling for Fine-tuning Language Models

Seiji Maekawa, Dan Zhang, Hannah Kim, Sajjadur Rahman, Estevam Hruschka

Findings of Conference on Empirical Methods in Natural Language Processing

12, 2022

Copied!
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

Copied!
Language-aware Indexing for Conjunctive Path Queries

Yuya Sasaki, George Fletcher, Makoto Onizuka

Proceedings of International Conference on Data Engineering (ICDE)

9, 2022

Copied!
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

Copied!
Benchmarking GNNs with GenCAT Workbench

Seiji Maekawa, Yuya Sasaki, George Fletcher, Makoto Onizuka

Demo Track of ECML/PKDD

9, 2022

Copied!
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

Copied!
JADE: Corpus for Japanese Definition Modelling

H. Huang, T. Kajiwara, Y. Arase

in Proc. of Language Resources and Evaluation Conference (LREC 2022)

6, 2022

Vol/No/Pages: pp. 6884 -- 6888

Copied!
FedMe: Federated Learning via Model Exchange

Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka

SIAM International Conference on Data Mining (SDM22)

4, 2022

Copied!
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

Copied!
深層強化学習を用いた空間データパーティションニング手法の提案

堀 敬三, 佐々木 勇和, 天方 大地, 鬼塚 真

日本データベース学会和文論文誌

3, 2022

Vol/No/Pages: Vol. 20 , No. 11.0

Copied!
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

Copied!
対話における間接的応答と直接的応答からなる言い換えコーパスの構築と分析

高山 隼矢, 梶原 智之, 荒瀬 由紀

自然言語処理

1, 2022

Vol/No/Pages: Vol. 29 , No. 1.0

Copied!
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

Copied!
Robust Cardinality Estimator by Non-Autoregressive Model

Ryuichi Ito, Chuan Xiao, Makoto Onizuka

Proceedings of Workshop on Software Foundations for Data Interoperability

1, 2022

Copied!
A Survey on IoT Big Data Analytic Systems: Current and Future

Yuya Sasaki

IEEE Internet of Things Journal

2022

Copied!
深層学習技術による結晶探索の現状と今後

佐々木 勇和

日本結晶成長学会誌

2022

Vol/No/Pages: Vol. 49 , No. 1.0

Copied!
HSGAN: Reducing Mode Collapse in GANs by the Latent Code Distance of Homogeneous Samples

Simin Yu, Kuntian Zhang, Chuan Xiao, Joshua Zhexue Huang, Mark Junjie Li, Makoto Onizuka

Computer Vision and Image Understanding (CVIU)

2022

Vol/No/Pages: Vol. 214 , No. 103314.0

Copied!
Fast, exact, and parallel-friendly outlier detection algorithms with proximity graph in metric spaces

Daichi Amagata, Takahiro Hara, Makoto Onizuka

VLDB

2022

Vol/No/Pages: Vol. 31 , pp. 797 -- 821

Copied!
Cost-constrained Minimal Steiner Tree Enumeration

Yuya Sasaki

in Proceedings of International Conference on Information and Knowledge Management (CIKM)

2022

Copied!
Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality Estimation

Y. Kuroda, T. Kajiwara, Y. Arase, T. Ninomiya

in Proc. of International Conference on Computational Linguistics (COLING 2022)

2022

Copied!
多言語雑音除去自己符号化器による教師なし品質推定

西原哲郎, 岩本裕司, 吉仲真人, 梶原智之, 荒瀬由紀, 二宮崇

自然言語処理

2022

Vol/No/Pages: Vol. Vol. 29, No. 2 , pp. 669 -- 687

Copied!
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

Copied!
The Lannion report on Big Data and Security Monitoring Research

Laurent d'Orazio, Jalil Boukhobza, Omer F. Rana, Juba Agoun, Le Gruenwald, Hervé Rannou, Elisa Bertino, Mohand-Saïd Hacid, Taofik Saïdi, Georges Bossert, Van Long Nguyen Huu, Dimitri Tombroff, Makoto Onizuka

IEEE International Conference on Big Data (Big Data)

2022

Copied!

No award data available at the moment.