Kyungeun Lee

5 papers at tracked venues · 5 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2 ICML ×1 NeurIPS ×1 SIGKDD ×1

Frequent coauthors

Ye Seul Sim

×4

Hye-Seung Cho

×4

Woohyung Lim

×4

Suhee Yoon

×3

Sanghyu Yoon

×3

Moonjung Eo

×3

Sungik Choi

×1

Hankook Lee

×1

Min-Kook Suh

×1

Seoyoon Kim

×1

Dongmin Kim

×1

Wonjong Rhee

×1

Papers

Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
AAAI 2025 ·
Suhee Yoon
,
Sanghyu Yoon
,
Ye Seul Sim
,
Sungik Choi
, Kyungeun Lee,
Hye-Seung Cho
,
Hankook Lee
,
Woohyung Lim
Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark
SIGKDD 2025 · Kyungeun Lee,
Moonjung Eo
,
Hye-Seung Cho
,
Min-Kook Suh
,
Seoyoon Kim
,
Ye Seul Sim
,
Suhee Yoon
,
Sanghyu Yoon
,
Woohyung Lim
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data
AAAI 2025 ·
Moonjung Eo
, Kyungeun Lee,
Hye-Seung Cho
,
Dongmin Kim
,
Ye Seul Sim
,
Woohyung Lim
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
NeurIPS 2024 · Kyungeun Lee,
Wonjong Rhee
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains
ICML 2024 · Kyungeun Lee,
Ye Seul Sim
,
Hye-Seung Cho
,
Moonjung Eo
,
Suhee Yoon
,
Sanghyu Yoon
,
Woohyung Lim