研究成果

GenCAT: Generating Attributed Graphs with Controlled Relationships between Classes, Attributes, and Topology

Seiji Maekawa, Yuya Sasaki, George Fletcher, Makoto Onizuka

Information Systems 115: 102195

2023年5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

Effective Candidate Selection and Interpretable Interest Extraction for Follower Prediction on Social Media

Seiji Maekawa, Santi Saeyor, Takeshi Sakaki, Makoto Onizuka

Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence (WI-IAT ’21)

2021年12月

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)

2021年9月

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)

2020年12月

New Attributed Graph Clustering by Bridging Attribute and Topology Spaces

Seiji Maekawa, Koh Takeuchi, Makoto Onizuka

情報処理学会論文誌データベース (TOD)

2020年8月

巻・号・ページ: Vol. 28 , pp. 427 -- 435

General Generator for Attributed Graphs with Community Structure

Seiji Maekawa, Jianpeng Zhang, George Fletcher, Makoto Onizuka

ECML PKDD, Graph Embedding and Mining Workshop, 2019

2019年9月

General Generator for Attributed Graphs with Community Structure

Seiji Maekawa, Jianpeng Zhang, George Fletcher, Makoto Onizuka

ECML PKDD, Graph Embedding and Mining Workshop, 2019

2019