Sanghyu Yoon
4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (2)
EACL (1)
ICML (1)
Top co-authors
Keywords
anomaly detection
(2)
model selection
(1)
hyperparameter optimization
(1)
semantic parsing
(1)
synthetic data generation
(1)
diffusion model
(1)
decision tree
(1)
out-of-distribution detection
(1)
ood detection
(1)
expert feedback
(1)
large language model
(1)
semantic outlier generation
(1)
nuisance awareness
(1)
active learning
(1)
distribution shift detection
(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
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