| Beyond real-world benchmark datasets: An empirical study of node classification with GNNs S Maekawa, K Noda, Y Sasaki Advances in Neural Information Processing Systems (NeurIPS) 35, 5562-5574, 2022 | 28 | 2022 |
| New Attributed Graph Clustering by Bridging Attribute and Topology Spaces S Maekawa, K Takeuchi, M Onizuka Journal of Information Processing 28, 427-435, 2020 | 21* | 2020 |
| GenCAT: Generating attributed graphs with controlled relationships between classes, attributes, and topology S Maekawa, Y Sasaki, G Fletcher, M Onizuka Information Systems 115, 102195, 2023 | 20 | 2023 |
| Low-resource interactive active labeling for fine-tuning language models S Maekawa, D Zhang, H Kim, S Rahman, E Hruschka Findings of the Association for Computational Linguistics: EMNLP 2022, 3230-3242, 2022 | 15 | 2022 |
| General generator for attributed graphs with community structure S Maekawa, J Zhang, G Fletcher, M Onizuka Proceeding of the ECML/PKDD graph embedding and mining workshop, 1-5, 2019 | 15 | 2019 |
| Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models S Maekawa, H Iso, S Gurajada, N Bhutani NAACL 2024, 2024 | 9 | 2024 |
| A Simple and Scalable Graph Neural Network for Large Directed Graphs S Maekawa, Y Sasaki, M Onizuka arXiv preprint arXiv:2306.08274, 2023 | 8* | 2023 |
| Adaptive node embedding propagation for semi-supervised classification Y Ogawa, S Maekawa, Y Sasaki, Y Fujiwara, M Onizuka Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 4 | 2021 |
| Controlling internal structure of communities on graph generator H Yamaguchi, Y Ogawa, S Maekawa, Y Sasaki, M Onizuka 2020 IEEE/ACM International Conference on Advances in Social Networks …, 2020 | 4 | 2020 |
| Benchmarking GNNs with GenCAT Workbench S Maekawa, Y Sasaki, G Fletcher, M Onizuka Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 3 | 2022 |
| GNN Transformation Framework for Improving Efficiency and Scalability S Maekawa, Y Sasaki, G Fletcher, M Onizuka Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 2 | 2022 |
| Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data S Maekawa, H Iso, N Bhutani ICLR 2025, 2024 | 1 | 2024 |
| From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization CG Belem, P Pezeskhpour, H Iso, S Maekawa, N Bhutani, E Hruschka NAACL 2025 (findings), 2024 | | 2024 |
| Towards Practical Node Classification for Attributed Graphs: Improving Effectiveness/Scalability and Benchmarking Graph Neural Network-based Methods 前川政司 大阪大学, 2023 | | 2023 |
| Effective Candidate Selection and Interpretable Interest Extraction for Follower Prediction on Social Media S Maekawa, S Saeyor, T Sakaki, M Onizuka IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent …, 2021 | | 2021 |
| Adaptive Node Embedding Propagation for Semi-supervised Classification Y Sasaki, Y Ogawa, S Maekawa, M Onizuka, Y Fujiwara (No Title), 2021 | | 2021 |
makoto onizukaOsaka UniversityDirección de correo verificada de acm.org