Junhoo Lee

Publications

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Main Conference

(First Author / Co-first †)

ACL2026

Unlocking the Potential of Diffusion Language Models through Template Infilling

Junhoo Lee, Seungyeon Kim, Nojun Kwak · Long Paper, Oral Presentation

ProjectPaperCode
CVPR2026

CSF: Black-box Fingerprinting via Compositional Semantics for Text-to-Image Models

Junhoo Lee, Mijin Koo, Nojun Kwak · Query-Only Attribution

ProjectPaperCode
NeurIPS2025

Deep Edge Filter †

Dongkwan Lee†, Junhoo Lee†, Nojun Kwak · Representation Analysis

Paper
ICCV2025

What's Making That Sound Right Now? Video-centric Audio-Visual Localization

Hahyeon Choi, Junhoo Lee, Nojun Kwak · Audio-Visual Localization

Paper
NeurIPS2024

Deep Support Vectors

Junhoo Lee, Hyunho Lee, Kyomin Hwang, Nojun Kwak · Isometry

ProjectPaperCode
AAAI2024

Any-Way Meta Learning

Junhoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak · Few-Shot Learning

ProjectPaper
NeurIPS2023

SHOT: Suppressing the Hessian along the Optimization Trajectory

Junhoo Lee, Jayeon Yoo, Nojun Kwak · Optimization

ProjectPaper

Workshop

CVPR Workshops2024

Do Not Think About Pink Elephant! †

Kyomin Hwang†, Suyoung Kim†, Junhoo Lee†, Nojun Kwak · Safety

Paper
CVPR Workshops2024

Coreset Selection for Object Detection

Hojun Lee, Suyoung Kim, Junhoo Lee, Jaeyoung Yoo, Nojun Kwak · Dataset Pruning

Paper
ECCV Workshops2024

Practical Dataset Distillation Based on Deep Support Vectors

Hyunho Lee, Junhoo Lee, Nojun Kwak · Dataset Distillation

Paper

Journal

IET Image Processing2026

End-to-End Multi-Entity Customization

Wonhark Park*, Jaehyun Lee*, Wonsik Shin, Junhoo Lee, Nojun Kwak · Accepted

IEEE Access2025

The Role of Teacher Calibration in Knowledge Distillation

Suyoung Kim, Seonguk Park, Junhoo Lee, Nojun Kwak · Calibration

Paper