Publications
Publications
C: conference, J: journal, P: preprint, *equal contribution, ^equal advising
C: conference, J: journal, P: preprint, *equal contribution, ^equal advising
[P1] Topology-Aware Representation Alignment for Semi-Supervised Vision-Language Learning
Junwon You, Mihyun Jang, Sangwoo Mo^, Jae-Hun Jung^
[J2] Zipf–mandelbrot Scaling in Korean Court Music: Universal Patterns in Music
Byeongchan Choi*, Junwon You*, Myung Ock Kim, Jae-Hun Jung
Chaos: An Interdisciplinary Journal of Nonlinear Science (accepted 07/2026), paper
[C2] Topological Alignment of Shared Vision-Language Embedding Space
Junwon You, Dasol Kang, Jae-Hun Jung
AISTATS 2026, Neurips 2025 UniReps workshop, paper code
[J1] PHLP: Sole persistent homology for link prediction - interpretable feature extraction.
Junwon You*, Eunwoo Heo*, Jae-Hun Jung
Neurocomputing (accepted 11/2025, published 02/2026), paper code
[C1] Do topological characteristics help in knowledge distillation?
Jungeun kim*, Junwon You*, Dongjin Lee*, Ha Young Kim^, Jae-Hun Jung^