Maekawa, Seiji

7 publications

ICLR 2026 Same Content, Different Representations: A Controlled Study for Table QA Yue Zhang, Seiji Maekawa, Nikita Bhutani

ICLR 2026 Towards Reliable Benchmarking: A Contamination Free, Controllable Evaluation Framework for Multi-Step LLM Function Calling Seiji Maekawa, Jackson Hassell, Pouya Pezeshkpour, Tom Mitchell, Estevam Hruschka

ICLR 2025 Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data Seiji Maekawa, Hayate Iso, Nikita Bhutani

ECML-PKDD 2022 Benchmarking GNNs with GenCAT Workbench Seiji Maekawa, Yuya Sasaki, George Fletcher, Makoto Onizuka

NeurIPS 2022 Beyond Real-World Benchmark Datasets: An Empirical Study of Node Classification with GNNs Seiji Maekawa, Koki Noda, Yuya Sasaki, Makoto Onizuka

ECML-PKDD 2022 GNN Transformation Framework for Improving Efficiency and Scalability Seiji Maekawa, Yuya Sasaki, George Fletcher, Makoto Onizuka

ECML-PKDD 2021 Adaptive Node Embedding Propagation for Semi-Supervised Classification Yuya Ogawa, Seiji Maekawa, Yuya Sasaki, Yasuhiro Fujiwara, Makoto Onizuka