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Faculties at Kyushu University ›

Yoichi Tomiura, Professor
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The Natural Language Processing Lab studies natural language processing, which handles the language people use with computers. Its interests include information extraction from large collections of documents, retrieval of academic papers and research data, and large language models. Recent themes include the analysis and improvement of large language models and the retrieval of paper-based historical materials held in archives.

Yoshihiro Okada, Professor
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The 3D Multimedia Content Lab studies software that applies 3D graphics, from the perspective of software architecture. The lab wants to build computers with human-friendly interfaces that people without specialized knowledge can use. Recently, the lab has also been working on development support environments for video games and the development of educational content. On the lab's website, it is introduced under the name "Yoshihiro Okada Lab."

Hiroto Saigo, Associate Professor
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The Statistical Learning Lab develops statistical machine learning methods for analyzing real-world data. So far, the lab has mainly worked with biological and chemical data. In addition to developing methods for predicting protein function, it aims to develop methods for predicting compounds in order to narrow down drug candidates. The lab states that its current and future research is not limited to these fields.

Eita Nakamura, Associate Professor
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The Cultural Intelligence Science Lab mathematically elucidates the intelligence that underlies artistic culture and the mechanisms of cultural development, and studies information technology that helps cultural development. It aims to build models that describe in a unified way everything from the intellectual activities of creators and audiences to the evolution of how knowledge is distributed within social groups. Its work ranges from basic research in machine learning, evolutionary theory, and statistical physics to applied research such as technologies for analyzing and generating music, paintings, and literature. The lab also conducts social experiments using systems such as automatic composition systems.

Willy Wong, Professor
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The Sensory Information Processing Lab conducts research spanning neuroscience and engineering from a theoretical and computational standpoint. One line of research uses algorithms, machine learning, and AI to detect, track, and diagnose problems in hearing and vision. The other pillar is research on theories of the information that neurons handle, and on building and applying spiking neuron models.

Miki Kaneko, Associate Professor
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The Human Information Science Lab conducts research that measures and analyzes human physiological data, such as electrical signals from the heart and muscles, brain waves, respiration, and body and eye movements. Physiological data can reveal changes in physical and mental states, and abnormalities such as disease, that the person may not notice themselves. The lab works on understanding the structure of the data, elucidating the mechanisms of physiological functions, and developing new evaluation techniques. Another distinctive feature is that the lab aims to apply the knowledge and technologies it obtains to fields such as culture and the arts, society and welfare, medicine and health, sports, and education.

Kenji Ono, Professor
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The Intelligent Modeling Lab conducts research on understanding natural and social phenomena through mathematical models and simulation. Extracting and modeling the key mechanisms makes it easier to grasp the essence of a phenomenon, and is also useful for analyzing flows, heat, the movement of people and goods, and the spread of information. The lab is also interested in frameworks for large language models (LLMs) and researchers to collaborate, and explores how AI can be used for building models, organizing hypotheses, and similar tasks. On the lab's website, it is presented under the name Artificial Intelligence and Modeling Laboratory (AIML).

Koji Inoue, Professor
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The Cyber-Physical Computing Lab conducts research aimed at creating new computer architectures based on the integration of information science and electrical and electronic engineering. The lab explores mechanisms that efficiently process, in the cyber world, the large volumes of data generated in the real world and feed the results back to the real world, as well as the future computers that support them. In addition to computers that use new devices such as superconducting, quantum, and optical ones, the lab also studies secure computers and environmentally conscious computers. Fourth-year undergraduates are mainly students in the CM/EC courses of the Department of Electrical Engineering and Computer Science, and students in the EE course can also set their own research topics.

Osamu Muta, Professor
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The Wireless Communications Lab studies multi-antenna signal processing and wireless communication methods, as well as applications of wireless sensing and wireless communication. Current themes include position estimation at construction sites, object detection using wireless LAN signals, and signal processing for MIMO systems that use many antennas. A faculty member in the lab also serves as a co-supervisor for graduate students at the Egypt-Japan University of Science and Technology, a national university in Egypt. On the lab's website, the lab is presented under the name "Muta Lab."

Satoshi Ohshima, Associate Professor
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The High Performance Computing Lab studies high performance computing, including parallel computing and the use of GPUs. Associate Professor Nanri researches the program execution environment on parallel computers, including dynamic optimization of communication libraries. The lab's website serves as a gateway to the websites of the Ohshima Lab, the Watanabe Lab, and the Nanri Lab.
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