Suhee Yoon

4 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

AAAI (2) EACL (1) ICML (1)

Top co-authors

Sanghyu Yoon (4) Woohyung Lim (4) Ye Seul Sim (4) Soonyoung Lee (2) DONGMIN KIM (2) Hankook Lee (2) Kyungeun Lee (2) Seungdong Yoa (2) Hyeseung Cho (1) Moonjung Eo (1)

Research topics

Machine Learning (4) Learning Types (4) Core Methods (3) Deep Learning (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Core AI (1) Learning Paradigms (1) Models (1) Techniques (1)

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) pretext task (1) expert feedback (1) heterogeneous feature (1) large language model (1) semantic outlier generation (1) nuisance awareness (1) distribution shift detection (1) encoder (1) binning (1) irregular dependencies (1) active learning (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 Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains ICML 2024