Ye Seul Sim
5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (3)
EACL (1)
ICML (1)
Top co-authors
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 datum
(1)
ood detection
(1)
expert feedback
(1)
truncated svd
(1)
large language model
(1)
representation augmentation
(1)
semantic outlier generation
(1)
nuisance awareness
(1)
Papers
AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection
EACL 2026
AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection
AAAI 2026
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data
AAAI 2025
Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
AAAI 2025
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains
ICML 2024