MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning — NeurIPS 2025
I am a first-year Ph.D. student at KAIST, advised by Professor Steven Euijong Whang. My research interests lie in multimodal learning and data-centric AI, with a focus on improving model performance through multimodal data construction, such as augmentation and filtering.
Education
Ph.D. in Electrical Engineering — KAIST (Korea Advanced Institute of Science and Technology, South Korea)
Data Intelligence Lab (advisor: Steven Euijong Whang)
Mar. 2026 - Present
M.S. in Electrical Engineering — KAIST
Data Intelligence Lab (advisor: Steven Euijong Whang)
Feb.2025 - Feb. 2026
B.S. in Electrical Engineering — KAIST
Feb.2019 - Feb.2025