Dr. Alexey Ignatiev

Associate Professor

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Biography

Alexey Ignatiev is an Associate Professor in the Faculty of Information Technology at Monash University. His research primarily focuses on developing and improving highly efficient satisfaction modulo theories (SAT-SMT) decision optimization procedures tailored for various important practical applications in artificial intelligence. His work includes significant contributions towards software package upgradability, Boolean formula minimization, model-based diagnosis, software fault localization, and explainable AI (XAI). Ignatiev's research spans various areas including satisfiability, computational logic, knowledge representation, reasoning, automated reasoning, and combinatorial optimization. He actively collaborates with researchers in multiple countries and leads several projects centered on formal explainability and neuro-symbolic AI, shaping the future of decision-making systems in AI. He obtained his Doctor of Philosophy in Computer Science from Irkutsk State University. His commitment to academia and research fosters innovation and knowledge transfer in the field of information technology.

Research Interests

Requirements for Monash University

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
TOEFL
Listening
Required:12
Reading
Required:13
Writing
Required:21
Speaking
Required:18
Total
Required:79
Prerequisites
Bachelor degree (or equivalent) in a related field
Application Checklist
  • Academic Transcripts
  • Proof of English Proficiency
  • Curriculum Vitae
  • Copy of Passport
Specialization Notes

Requirements are standardized across the Faculty of Information Technology for most Master's programs including Computer Science and Data Science.