Masaki Waga
Scholar

Masaki Waga

Google Scholar ID: W7aV2EcAAAAJ
Kyoto University
Formal MethodsCyber-Physical SystemsMonitoringRuntime VerificationAutomata
Citations & Impact
All-time
Citations
485
 
H-index
13
 
i10-index
19
 
Publications
20
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • 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.
Miscellany
  • ORCID: 0000-0001-9360-7490