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63 labs · 0 student voices
Faculties at Kyushu University ›

Shunsuke Inenaga, Professor
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The Stringology Lab uses the term "strings" for sequential data such as text, time series, and number sequences, and studies from a theoretical perspective algorithms that process them at very high speed with very little memory. The lab says that algorithms for strings have remained one of the most important areas of theoretical computer science from the 1970s to the present. String algorithms are widely used as core technologies in information retrieval and data compression, and string-processing problems also appear frequently in competitive programming. The lab calls itself STRADS, short for String Algorithms and Data Structures group.

Junichi Takeuchi, Professor
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The Mathematical Engineering and Information Circuits Lab aims to reveal the mathematical form of various problems in computers and digital communications, and to derive universal solutions based on it. Its research themes are fundamental theories and their applications, including learning theory, machine learning, information theory, information geometry, communication theory, network theory, and nonlinear systems theory. Examples of applications mentioned include cyberattack detection, super-resolution, pattern recognition, CDMA communications, and ultra-high-precision analog-to-digital conversion. On the lab's website, its research is introduced under the names Takeuchi Lab, Jitsumatsu Lab, and Hanaka Lab.

Yukiko Yamauchi, Professor
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The Algorithm Theory Lab studies the theory of distributed algorithms, particularly distributed coordination of swarms of autonomous mobile robots and fault-tolerant distributed algorithms. On the lab's website, it is introduced under the name "Theoretical Computer Science Group (Yamauchi Lab)." Bachelor's theses from the lab have dealt with problems such as merging, gathering, and sorting of robot swarms.

Koichi Sakurai, Professor
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The Information Security & Multimedia Security Lab focuses on cryptography and information security, and also takes up research themes such as artificial intelligence and blockchain. Professor Koichi Sakurai is interested in the complexity that appears where information meets fields such as computing, mathematics, physics, biology, and economics, and analyzes its structure. The lab's research themes include AI security, as well as quantum cryptography, privacy, and cybersecurity.

Danilo Vasconcelos Vargas, Associate Professor
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The Intelligent Systems Lab develops next-generation artificial intelligence that is robust and adaptive. It tackles weaknesses such as an AI that learned 19x19 Go being unable to play 9x9 Go, and image recognition being fooled by a change of a single pixel. By developing new mechanisms and paradigms of intelligence, the lab aims to improve robustness and adaptability. The lab's website states that students can conduct research using state-of-the-art CPU and GPU servers.

Hiroyasu Tajima, Associate Professor
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The Quantum Information Lab studies the relationship between “information and physics” by combining quantum information theory with nonequilibrium thermodynamics and statistical mechanics. The lab is particularly interested in the fundamental limits of physical processes such as thermodynamics, measurement, and computation, and in how quantum effects affect those limits. It uses mathematical methods to investigate what restrictions and effects symmetry brings to measurement, quantum computation, and heat engines. On the lab's website, it is introduced under the name “Tajima Lab.”

Kazunori Shidoji, Professor
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The Cognitive Science Lab investigates the relationship between people and technology from the perspective of psychology, using experimental methods. In traffic science and traffic psychology, the lab studies automobiles from the viewpoint of drivers and occupants, covering topics such as driving assistance and communication between automated vehicles and people. In virtual reality and human interfaces, the lab investigates how people move around in virtual spaces and how they perceive their own avatars. The lab's website introduces it under the name “Kazunori Shidoji.”

Einoshin Suzuki, Professor
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The Machine Learning, Data Mining, and AI Lab conducts research on machine learning, data mining, AI, and related areas. With the goal of building AI that “understands high-level meaning,” the lab investigates human thought patterns and biases through poor explanatory texts about data. The lab also studies recommendation, anomaly detection from images and videos, autonomous mobile robots, and more. On the lab's website, it is introduced under the name “Suzuki Lab.”

Eiji Takimoto, Professor
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The Machine Learning Theory Lab is a lab where Professor Eiji Takimoto and Professor Kohei Hatano study online decision-making, computational learning theory, machine learning, and related areas. Based on the principles of the theory of computation, Prof. Takimoto conducts broad research centered on online decision-making, learning theory, and computational complexity theory. Prof. Hatano works on computer science, especially machine learning. The lab belongs to the Intelligence Science Group in the Department of Information Science and Technology.

Makoto Yokoo, Project Professor
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The Multi-Agent Lab studies multi-agent systems, which are systems that contain multiple intelligent entities (agents). Focusing on settings such as the Internet where humans and software coexist, the lab describes problems such as lab assignment and e-commerce within the frameworks of game theory and microeconomics. Building on this, it uses algorithmic and optimization techniques to design and analyze systems and social institutions. The lab accepts questions about its research and lab visits at any time.
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