news

Sep 24, 2026 Our paper Does Mixed Label Imbalance Matter to Minority Collapse in Imbalanced Learning? was accepted to NeurIPS 2026! See you in Sydney.
Jun 30, 2026 Our paper on representational consistency of identical transformations for disentangled representation was accepted to TMLR.
May 17, 2026 I joined the VGI Lab at Seoul National University as a postdoctoral researcher, working with Prof. Jaesik Park.
May 13, 2026 I was selected as a Gold Reviewer for ICML 2026.
May 10, 2026 I joined the DGIST InnoCORE Research Group for Bio-Embodied Physical AI.
Apr 30, 2026 Two papers with the IRR Lab, Factor-Wise Homogeneity of Slot-Attention and the Orthogonal Subspaces Projection layer, were accepted to ICML 2026.
Feb 19, 2026 I received my Ph.D. in Artificial Intelligence from GIST. Dissertation: From Theory to Remedy: Addressing Representation Collapse for Enhanced Class-Discriminative Clarity.
Jun 30, 2024 Two papers on Asymptotic Midpoint Mixup and Softmax Masking for continual learning were accepted to the CoLLAs 2024 Workshop Track.
Jan 15, 2024 Our paper on the Fixed Non-negative Orthogonal Classifier (FNOC) was accepted to ICLR 2024!
Sep 14, 2022 Our paper Spherization Layer: Representation Using Only Angles was accepted to NeurIPS 2022!