Published multiple papers, including but not limited to:
- Active Learning of Symbolic Mealy Automata
- A Variety of Request-Response Specifications
- Componentwise Automata Learning for System Integration
- Hyper pattern matching
- Efficient Black-Box Checking with Specification-Guided Abstraction
- CHLOE: Loop Transformation over Fully Homomorphic Encryption via Multi-Level Vectorization and Control-Path Reduction
- Certifying Lyapunov Stability of Black-Box Nonlinear Systems via Counterexample Guided Synthesis
- A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
- Hyper parametric timed CTL
- Oblivious Monitoring for Discrete-Time STL via Fully Homomorphic Encryption
- Temporal Logic Formalisation of ISO 34502 Critical Scenarios: Modular Construction with the RSS Safety Distance
- Learning nonlinear hybrid automata from input--output time-series data
- Probabilistic Black-Box Checking via Active MDP Learning
- Active Learning of Deterministic Timed Automata with Myhill-Nerode Style Characterization
- Parametric Timed PATL
Research Experience
Serves as an assistant professor at the Computer Software Group, Course of Communications and Computer Engineering, Graduate School of Informatics, Kyoto University.
Education
No specific education background information provided.
Background
An assistant professor at the Computer Software Group, Course of Communications and Computer Engineering, Graduate School of Informatics, Kyoto University. Research interests include lightweight verification of black-box systems (including cyber-physical systems and machine learning-based systems), particularly monitoring of real-time systems with timed automata, and related problems such as falsification, runtime enforcement, and specification learning.