Research Laboratories
and Subjects

• Tei Laboratory
  

  Software engineering for self-adaptive systems

  How can we develop "resilient software" that automatically adapts to environmental changes? Our research focuses on developing self-adaptive systems.
  • Self-adaptive systems
  • Software architecture
  • Requirement engineering
  • Model-driven engineering
  Detailed Site
• Cao Lab
  

  Towards Trustworthy Data Science and AI

  Our mission is to develop groundbreaking theories, algorithms, and systems that promote trust in data science and AI.
  • Trustworthy large models
  • Data privacy
  • Federated learning
  • Data market
  Detailed Site
• Arase Laboratory
  

  Human-level language understanding and generation

  We research paraphrasing, semantics, and meaning representations, all aimed at developing AI that can understand and generate language proficiently.
  • Natural language processing
  • Computational linguistics
  • Semantics
  • Representation learning
  Detailed Site
• Yoshino Laboratory
  

  Investigate Intelligence via Robotics and Dialogue

  We develop useful robotic applications and investigate human intelligence through real-world dialogue research.
  • Dialogue and robotics
  • Natural language processing
  • Spoken language processing
  • Multimodal information processing
  Detailed Site
• Shinoda Koichi Laboratory
  

  Pattern Recognition & Its Applications to Real World

  Our research focuses on algorithms for recognizing and understanding multimedia data such as audio and video data.
  • Speech recognition
  • Video information retrieval
  • Multimedia authentification
  • Man-machine interaction
  Detailed Site
• Hamada Laboratory
  

  Creating and utilizing "life-like" molecular robots

  From life-like molecular robots to medical diagnostics to functional biomaterials, our lab focuses on creating systems based on biomolecules.
  • Molecular robotics
  • Nanobio systems engineering
  • DNA nanotechnology, DNA nanoengineering
  • Molecular computing, molecular programming
  Detailed Site
• Sakuma Laboratory
  

  Realization of AI trusted by humans

  We are conducting research from the perspectives of machine learning, statistics, and security with the goal of creating AI that is trusted by humans.
  • Machine learning
  • Aftiricial intelligence
  • Security
  • Responsible AI
  Detailed Site
• Yoshimura Laboratory
  

  Toward decode, visualize, and enhance the brain

  We are working on neural decoding to visualize brain information and develop human interfaces, aiming at scientific and engineering contribution.
  • Electrocncephalography
  • Magnetic resonance imaging
  • Artificial intelligence
  • Brain machine interfaces (BMI)
  Detailed Site
• Ichise Ryutaro Laboratory
  

  Artificial Intelligence: Building intelligent machines

  • Artificial intelligence
  • Machine learning
  • Data mining
  • Semantic web
  Detailed Site
• Saito Suguru Laboratory
  

  Seeing, processing, and expressing are our field

  Our research field is related to drawing and painting, which are primitive actions of a human, seeing, processing, and expressing.
  • Computer graphics
  • Image processing
  • Human vision
  • Color science
  Detailed Site
• Ohue Masahito Laboratory
  

  Controlling life through computing

  We are tackling the challenges of creating innovations in the fields of life sciences, drug discovery, and medicine by making full use of artificial intelligence/machine learning, bigdata analysis, supercomputing, large-scale molecular simulations, etc.
  • Bioinformatics
  • Artificial intelligence & Machine learning
  • Drug discovery
  • High performance computing
  Detailed Site
• Sato Laboratory
  

  What if computers acquire eyes?

  We develop machine-learning based visual recognition algorithms for applications such as autonomous cars. Sustainability and safety are our priority.
  • Computer vision
  • Machine learning
  • Multimedia signal processing
  • Autonomous driving
  Detailed Site
• Kanezaki Asako Laboratory
  

  Data-driven Intelligent Robotics

  We are developing a robot system that can recognize the real world and learn intelligent behavior through machine learning.
  • Computer vision
  • Robotics
  • Machine learning
  • 3D data recognition
  Detailed Site
• Ono Shunsuke Laboratory
  

  Leverage math for sensing data processing

  What good is math? It may be a question you've had once, but math is essential to process and analyze sensing data with noise and degradation. Let's explore the fun with us.
  • Image processing
  • Signal processing
  • Mathematical optimization
  • Data science & AI
  Detailed Site
• Hayashi Shinpei Laboratory
  

  Building smart software to enhance software evolution

  Developing software is to change software continuously. We address the challenges in software development from the aspect of software evolution.
  • Software engineering
  • Software maintenance and evolution
  • Software development environment
  • Mining software repositories
  Detailed Site
• Takinoue Masahiro Laboratory
  

  Creating Living Matter with Molecular Computing

  Life is a kind of autonomous computational systems using chemical energy. We pioneer molecular computing and biophysics for intelligent soft matter and artificial cells.
  • Computational living soft matter physics
  • Molecular computing, molecular programming
  • DNA nanotechnology, molecular robotics
  • Biophysics, nonlinear nonequilibrium physics
  Detailed Site
• Isshiki Tsuyoshi Laboratory
  

  Creating All Kinds of Hardwares from SW programs

  We are developing a unified SW-based hardware/software design automation framework for future large-scale AI/IoT systems.
  • Hardware / Processor design automation
  • AI-based image / Audio signal processing
  • Biometric authentication
  • IoT security / Malware detection
  Detailed Site
• Yano Kazuo Laboratory
  

  AI & Data for Happiness of People

  Utilizing the human big data, happines of humans is scientifically studied. Prof. Yano is the author of best-selling book"New Invisible Hand".
  • Human-dynamics data analytics
  • Artificial intelligence & machine learning
  • Happiness
  • Network analysis
  Detailed Site
• Okazaki Naoaki Laboratory
  

  Intelligent computers that handle human languages

  Our goal is artificial intelligence and its applications with a focus on the ability for computers to analyze, understand, and generate text.
  • Natural language processing
  • Artificial intelligence
  • Machine learning
  • Web
  Detailed Site
• Yamamura Masayuki Laboratory
  

  Systems Life Sciences; Learn, Know and Create Life

  Although research issues look spreading, they all belong to Systems Life Sciences by using modeling and simulation. Wet experimets are optional.
  • Systems Biology
  • Synthetic Biology
  • Artificial Intelligence
  • Artifical Life
  Detailed Site
• Tokunaga Takenobu Laboratory
  

  Natural language understanding by computers

  We study on human-computer interaction with language and intelligent information access based on human language technologies.
  • Natural language processing
  • Computational linguistics
  • Intelligent information access
  • Language resources
  Detailed Site
• Murata Tsuyoshi Laboratory
  

  Discovering knowledge from networks

  Murata laboratory is doing research on artificial intelligence and Web mining. Especially, we are discovering knowledge from network structures.
  • Artificial intelligence
  • Web mining
  • Social network analysis
  Detailed Site
• Ishida Takashi Laboratory
  

  Data mining specific for big biological data

  We are working on a development of data mining and machine learning techniques specific for analyzing large-scale medical and biological data.
  • Data mining
  • Bioinformatics
  • Machine learning
  • Molecular simulation
  Detailed Site
• Ishii Hideaki Laboratory
  

  New directions in systems control driven by information and communications

  To realizae large-scale systems with many sensing and actuating devices connected via networks, we develop techniques for distributed control and cyber security based on system theoretic approaches.
  • Systems and control
  • Networked control
  • Distributed control of multi-agent systems
  • Cyber security of control systems
  Detailed Site
• Nishizaki Shin-ya Laboratory
  

  Application of Theories to Applications

  We study application of programming language theory and mathematical logic to practical applications.
  • Programming language theory
  • Software verification
  Detailed Site
• Kobayashi Takashi Laboratory
  

  Exploit reusable experience for software development

  Find and exploit valuable information for software development based on the analysis of program code, execution trace and developers' activitiy log.
  • Software engineering
  • Software development support
  • Debugging, software maintenance
  • Software design
  Detailed Site
• Ono Isao Laboratory

  

  Developing Artificial Intelligence based on Natural Evolution

  Our goal is to create a computer that is able to invent or find new things like human. To achieve it, we study evolutionary computation that is one of the artificial intelligence techniques.

  • Evolutionary computation
  • Optimization
  • Artificial intelligence
• Akiyama Yutaka Laboratory
  

  Bioinformatics & drug discovery by supercomputing

  We are studying algorithms and software for fast biological sequence analysis, protein docking prediction, virtual screening for drug discovery, etc.
  • Bioinformatics
  • Computational drug discovery
  • High-performance computing
  • Machine learning applications
  Detailed Site
• Yamada Seiji Laboratory
  

  Cooperatvie systems with Humans and Computers

  We are studying two research topics: HAI (human-agent interaction) and IIS (intelligent interactive systems).
  • Human-Agent interaction
  • Intelligent interactive systems
  • Artificial intelligence
  • User interface
  Detailed Site
• Miyake Yoshihiro Laboratory
  

  From Communication Science to Interface Creation

  We are studying human communication. Co-creation mechanism of subjective time is analyzed and the results are applied to create new human interfaces.
  • Co-creation system
  • Communication science
  • Cognitive neuroscience
  • Human interface
  Detailed Site
• Takayasu Misako Laboratory
  

  Big data: Systematic understanding of complexity

  We analyze big data of economic activities and biological information to make comprehensive understanding of complex systems by physics approaches.
  • Big data analysis
  • Statistical physics
  • Modeling and simulation of complex phenomena
  • Econo-sociophysics, biophysics
  Detailed Site
• Gondow Katsuhiko Laboratory
  

  Develop software helping software development

  In our laboratory, we research on tools to aid programmers to develop software (i.e., computer-aided software engineering). We try to implement novel software development tools that can be applied to real-world software, while enjoying programming itself!
  • Software engineering
  • Software development tools
  • Programming education
  • Human factors in program development
  Detailed Site
• Kaneko Haruhiko Laboratory
  

  Coding methods for dependable/efficient computers

  Our research objective is to develop error control codes and data compression algorithms for dependable and efficient computer systems.
  • Dependable computing
  • Error control code
  • Data compression
  Detailed Site
• Miyazaki Jun Laboratory
  

  User-friendly smart information retrieval systems

  We are studying on future high precision information retrieval and information recommendation systems, and their high performance computing models.
  • Information retrieval
  • Information recommendation
  • Large-scale high performance computing
  • User interface
  Detailed Site
• Kise Kenji Laboratory
  

  Exploring high-performance computing architectures

  We conduct research on computer architectures for high-performance computing systems, such as many-core processors and hardware accelerators.
  • Computer system
  • Processor
  • Parallel processing
  • FPGA
  Detailed Site
• Shimosaka Masamichi Laboratory
  

  Machine intelligence in ubiquitous computing

  This group pursues innovative machine intelligence in ubiquitous and pervasive computing (related to personal data (lifelog), IOT, Big Data).
  • Information processing
  • Big data
  • Data analytics
  Detailed Site
• Yokota Rio Laboratory
  

  Fast algorithms for next generation computers

  • High performance computing
  • Large-scale parallel computing
  • Fluid simulation
  • Molecular simulation
  Detailed Site
• Inoue Katsumi Laboratory
  

  Human-Like Computing with Inference and Learning

  We develop AI techniques that can identify the model of a system in dynamic environments by Machine Learning and can make decisions by Inference.
  • Artificial intelligence
  • Logic programming
  • Multi-agent systems
  • Systems biology
  Detailed Site
• Defago Xavier Laboratory
  

  Dependable Distributed Systems

  Our research combines theory and practice of distributed systems (Cloud, IoT, cooperative robotics, ...); from the design of distributed algorithms that can survive the actions of malicious nodes to the development of middleware platforms aimed at such systems.
  • Distributed algorithms
  • Dependable computing
  • Middleware
  • Cooperative mobile robotics
  Detailed Site
• Sekijima Masakazu Laboratory
  

  Drug Discovery and High Perfoemance Computing

  Our objective is to build a open innovative drug discovery platform by integrating biochemical experimentation with computer-aided drug discovery.
  • Chemoinformatics
  • Bioinformatics
  • Molecular simulation
  • High performance computing
  Detailed Site
• Watanabe Takuo Laboratory
  

  Programming Languages for Complex and Secure CPS

  We are working on the theory, design, and implementation of programming languages for highly-complex and secure cyber-physical systems.
  • Programming Languages
  • Cyber-Physical Systems
  • Reflection and Metaprogramming
  • Formal Methods
  Detailed Site
• Koike Hideki Laboratory
  

  Designing and developing the next generation HCI using computer vision and graphics

  We are designing and developing human-computer interaction for the next generation, including vision-based HCI, visualization of big data, digital sports, and usable security.
  • Human-computer interaction
  • Computer vision
  • Computer graphics
  • Information security
  Detailed Site
• Yoshikawa Atsushi Laboratory
  

  Everything is hot!

  How peaple learn ? Especially adult. That is simple question, but not solved yet. Our laboratory try to solve this question through making some test, teaching materials, evaluation methods, and so on.
  • Embeded learning
  • Critical thinking
  • Learning by bussiness game
  • Information manegment
  Detailed Site
• Fujii Atsushi Laboratory
  

  Toward realizing computers operated by and impress us with language

  Language is information, communication, and art. We address problems related to computers that can understand language and impress us with language.
  • Natural language processing
  • Information retrieval
  • Web mining
  Detailed Site