Ye Seul Sim
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Keywords
anomaly detection
(2)
representation learning
(1)
model selection
(1)
matrix factorization
(1)
hyperparameter optimization
(1)
self-supervised learning
(1)
data augmentation
(1)
semantic parsing
(1)
synthetic data generation
(1)
diffusion model
(1)
decision tree
(1)
out-of-distribution detection
(1)
tabular data
(1)
ood detection
(1)
pretext task
(1)
expert feedback
(1)
heterogeneous feature
(1)
truncated svd
(1)
large language model
(1)
representation augmentation
(1)
Papers
AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection
AAAI 2026
AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection
EACL 2026
Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
AAAI 2025
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data
AAAI 2025
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains
ICML 2024