Hokkaido University · Graduate School of Information Science and Technology / Faculty of Information Science and Technology

Research keywordsedge networks・LLM deployment・resource allocation・metaverse・Web 3.0・anomaly detection・variational autoencoders・quantum annealing・digital twins・federated learning

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• Quantum Annealing for Complex Optimization in Satellite Communication Systems.2025 · IEEE Internet Things J., 12, 4, 3771, 3784, 2025年
• Revolutionizing biological digital twins: Integrating internet of bio-nano things, convolutional neural networks, and federated learning.2025 · Comput. Biol. Medicine, 189, 109970, 109970, 2025年
• Multiple-Input Variational Auto-Encoder for Anomaly Detection in Heterogeneous Data.2025 · CoRR, abs/2501.08149, 2025年01月
• A Matching Game for LLM Layer Deployment in Heterogeneous Edge Networks.2025 · IEEE Open J. Commun. Soc., 6, 3795, 3805, 2025年

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