研究成果
CEFR-based Sentence Difficulty Annotation and Assessment
Y. Arase, S.Uchida, T. Kajiwara
Proc. of Conference on Empirical Methods in Natural Language Processing (EMNLP2022)
2022年12月
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
2022年12月
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
2022年11月
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)
2022年9月
Benchmarking GNNs with GenCAT Workbench
Seiji Maekawa, Yuya Sasaki, George Fletcher, Makoto Onizuka
Demo Track of ECML/PKDD
2022年9月
Journey of Migrating Millions of Queries on The Cloud
Taro L. Saito, , Naoki Takezoe, Yukihiro Okada, Takako Shimamoto, Dongmin Yu, Suprith Chandrashekharachar, Kai Sasaki, Shohei Okumiya, Yan Wang, Takashi Kurihara, Ryu Kobayashi, Keisuke Suzuki, Zhenghong Yang, Makoto Onizuka
DBTest workshop
2022年7月
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)
2022年6月
FedMe: Federated Learning via Model Exchange
Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka
SIAM International Conference on Data Mining (SDM22)
2022年4月
JupySim: Jupyter Notebook Similarity Search System
Misato Horiuchi, Yuya Sasaki, Chuan Xiao, Makoto Onizuka
Proceedings of 25th International Conference on Extending Database Technology (EDBT)
2022年3月
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)
2022年3月
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
2022年1月
Robust Cardinality Estimator by Non-Autoregressive Model
Ryuichi Ito, Chuan Xiao, Makoto Onizuka
Proceedings of Workshop on Software Foundations for Data Interoperability
2022年1月
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
巻・号・ページ: Vol. 214 , No. 103314.0
Fast, exact, and parallel-friendly outlier detection algorithms with proximity graph in metric spaces
Daichi Amagata, Takahiro Hara, Makoto Onizuka
VLDB
2022
巻・号・ページ: Vol. 31 , pp. 797 -- 821
Cost-constrained Minimal Steiner Tree Enumeration
in Proceedings of International Conference on Information and Knowledge Management (CIKM)
2022
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
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
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