Onizuka, Makoto

10 publications

ECML-PKDD 2025 Graph Neural Network Leveraging Higher-Order Class Label Connectivity for Heterophilous Graphs Takuto Takahashi, Itsuki Nakayama, Takahiro Mitani, Ryosuke Kikuchi, Yuya Sasaki, Makoto Onizuka

AAAI 2025 NAAM: Node-Aware Attention Mechanism for Distilling GNNs-to-MLP (Student Abstract) Itsuki Nakayama, Makoto Onizuka

NeurIPS 2024 Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation Jiawei Wang, Renhe Jiang, Chuang Yang, Zengqing Wu, Makoto Onizuka, Ryosuke Shibasaki, Noboru Koshizuka, Chuan Xiao

ICMLW 2024 Shall We Team up: Exploring Spontaneous Cooperation of Competing LLM Agents Zengqing Wu, Brian I. Kwon, Shuyuan Zheng, Qianying Liu, Xu Han, Makoto Onizuka, Shaojie Tang, Run Peng, Chuan Xiao

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

AAAI 2013 Fast Algorithm for Modularity-Based Graph Clustering Hiroaki Shiokawa, Yasuhiro Fujiwara, Makoto Onizuka

AAAI 2013 Fast and Exact Top-K Algorithm for PageRank Yasuhiro Fujiwara, Makoto Nakatsuji, Hiroaki Shiokawa, Takeshi Mishima, Makoto Onizuka