Kumamoto University · Faculty of Engineering / Research Division of Advanced Science (Engineering) / Education Division of Natural Sciences

Research keywordsgraph neural nets・subgraph search・medical image retrieval・edge ai hardware・crowd tracking・rainfall forecasting

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• TDGNet: Two Different Graph Convolutional Networks for Approximate Subgraph Matching2026 · IEEE Access
• Can Artificial Intelligence Identify the Ideal Ablation Area for the Patients With Atypical Atrial Flutter? A Proof of Concept Study Using Developed Software2025 · Journal of Cardiovascular Electrophysiology
• Enhancing FPGA Routing Efficiency with Graph Neural Network-Based Congestion Prediction.2025 · Proceedings of the 15th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies(HEART)
• Multimodal Retrieval Method for Images and Diagnostic Reports Using Cross-Attention2025 · AI

• 高位合成を用いた融合型ニューラルネットワークアクセラレータの自動生成2024 · 科学研究費助成事業
• エッジAIシステム向け設計基盤技術に関する研究2022 · 科学研究費助成事業

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