About us

Welcome! Our group aims Beyond current Artificial Intelligence and Knowledge management (BAIK Lab, 한양대 범용인공지능연구실) and towards human-level artificial intelligence!

In BAIK Lab, we are dedicated to advancing the frontiers of AI through cutting-edge research to take a step closer towards artificial general intelligence (AGI). Our current areas of focus include but not limited to:

Multimodal AI

• Large Language Model (LLM)
• Computer Vision
• Diffusion Models
• Prompt Engineering & Reasoning
• Embodied AI

Robust AI

• Anomaly & Out-of-Distribution Detection
• Failure Detection
• Adversarial Defense
• Causal Learning & Domain Generalization

Data-Efficient & Efficient & Adaptive AI

• Model Merging & Knowledge Integration
• AI Personalization
• Few-Shot Learning & Meta-Learning
• Continual & Lifelong Learning
• Pruning/Quantization & Efficient Training

Trustworthy & Controllable AI

• Machine Unlearning & Concept Erasure
• Model Debiasing
• Fair & Ethical AI
• Explainable & Interpretable AI

<aside> 📌 We are looking for highly self-motivated and passionate graduate students and undergraduate interns. Strong programming skills are preferred, and applications for MS/PhD-integrated programs or PhD programs will be given priority. If interested, please send your CV, portfolio, and official transcript to [email protected]

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