Ye Seul Sim

11 papers A* 4Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection.
AAAI
Dongmin Kim, Ye Seul Sim, Suhee Yoon, Sanghyu Yoon, Seungdong Yoa, Soonyoung Lee, Woohyung Lim
2026 — conf
AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection.
EACL (Findings)
Suhee Yoon, Sanghyu Yoon, Ye Seul Sim, Seungdong Yoa, Dongmin Kim, Soonyoung Lee, Hankook Lee, Woohyung Lim
2026 J jnl
From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning.
CoRR
Seungdong Yoa, Sanghyu Yoon, Suhee Yoon, Dongmin Kim, Ye Seul Sim, Junhyun Lee, Woohyung Lim
2025 A* conf
Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection.
AAAI
Suhee Yoon, Sanghyu Yoon, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Hankook Lee, Woohyung Lim
2025 J jnl
MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular Domains.
CoRR
Kyungeun Lee, Moonjung Eo, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Seoyoon Kim, Min-Kook Suh, Woohyung Lim
2025 — conf
Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark.
KDD (2)
Kyungeun Lee, Moonjung Eo, Hye-Seung Cho, Min-Kook Suh, Seoyoon Kim, Ye Seul Sim, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
2025 J jnl
ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection.
CoRR
Sanghyu Yoon, Dongmin Kim, Suhee Yoon, Ye Seul Sim, Seungdong Yoa, Hye-Seung Cho, Soonyoung Lee, Hankook Lee, Woohyung Lim
2025 A* conf
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data.
AAAI
Moonjung Eo, Kyungeun Lee, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Woohyung Lim
2024 A* conf
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains.
ICML
Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
2024 J jnl
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains.
CoRR
Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
2024 J jnl
Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection.
CoRR
Suhee Yoon, Sanghyu Yoon, Hankook Lee, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Woohyung Lim