Scholar
Minhae Kwon
Google Scholar ID: 2IDnLv4AAAAJ
Associate Professor at Soongsil University
Citations & Impact
Citations
322
H-index
9
i10-index
7
Publications
20
Co-authors
5
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Selected as Soongsil Fellowship Professor (SFP) in March 2025 for outstanding research achievements
- Published numerous high-impact papers in 2024–2025 in venues including IEEE Transactions on Intelligent Transportation Systems, Briefings in Bioinformatics, ICML 2025, ACM CIKM 2025, and ACM MobiSys 2025
- Mentored students to win the National Research Foundation of Korea Graduate Research Fellowship (August 2025, Sangeun)
- Advised student team to win Best Paper Award at KCC2025 (August 2025, Kyungjin)
- Research contributions span autonomous driving, network intrusion classification, single-cell RNA subclone inference, and weapon-target assignment
Background
- Professor at Soongsil University, South Korea
- Principal Investigator of the Brain and Machine Intelligence Lab (BMIL)
- Aims to build machine intelligence by understanding the principles of the brain
- Research mission extends beyond single-agent intelligence to building networks (societies) of machine intelligence
- Research interests include: Reinforcement Learning, Federated Learning, LLM Reasoning (Sequential Decision-making), Anomaly Detection, Autonomous Driving, Computer Networking Systems, and Military Applications
