DONGMIN KIM
5 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
EACL (1)
NIPS (1)
Top co-authors
Keywords
self-supervised learning
(2)
anomaly detection
(2)
representation learning
(1)
model selection
(1)
matrix factorization
(1)
hyperparameter optimization
(1)
data augmentation
(1)
semantic parsing
(1)
test-time adaptation
(1)
deep learning
(1)
synthetic data generation
(1)
time series forecasting
(1)
distribution shift
(1)
decision tree
(1)
tabular datum
(1)
error bound
(1)
deep network
(1)
expert feedback
(1)
truncated svd
(1)
large language model
(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
When Model Meets New Normals: Test-Time Adaptation for Unsupervised Time-Series Anomaly Detection
AAAI 2024
WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
NIPS 2022