Wonjeong Choi
Ph.D. @ KAIST EE
Research Interest: Multi-modal Foundation Models, Post-Training Strategies, ML Robustness
E-mail: dnjswjd5457 (at) kaist.ac.kr
I received my Ph.D. degree from School of Electrical Engineering (EE), KAIST, under the supervision of Prof. Jaekyun Moon (in MoonLab). I have been working on hardware-friendly and robust ML algorithms for developing trustworthy AI systems in safety-critical applications (e.g., automotive/medical/manufactorying systems). In particular, I have explored the following areas:
1) Multi-modal Foundation Models: Vision-Language (VLM), Vision-Language-Action (VLA), Vision-Language-Navigation (VLN)
2) Post-Training Strategies: Transfer Learning, Few-Shot Learning, Test-Time Adaptation, Mask Tuning
3) ML Robustness: Domain Adaptation/Generalization, Model Calibration, Adversarial Attack
I’m open to any talks/discussions/suggestions you might have :)