Susik Yoon
9 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (30) π£ Hot Topic Early Bird π Grand Slam
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Keyword Collector
(56)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(9)
Learning Types Β· Machine Learning
(6)
Application Areas
(5)
Core Methods
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Data Science & Analytics
(3)
Natural Language Processing
(2)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Keywords
time series classification
(2)
semi-supervised learning
(2)
time series
(2)
representation learning
(2)
large language model
(2)
change detection
(1)
text representation
(1)
few-shot learning
(1)
data augmentation
(1)
semantic similarity
(1)
weakly supervised learning
(1)
transformer
(1)
document representation
(1)
label propagation
(1)
boundary detection
(1)
text classification
(1)
trajectory analysis
(1)
hierarchical structure
(1)
continual learning
(1)
active learning
(1)
Papers
Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models
EMNLP 2025
Exploiting Representation Curvature for Boundary Detection in Time Series
NeurIPS 2024
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning
ICML 2024
Context Consistency Regularization for Label Sparsity in Time Series
ICML 2023
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance
ACL 2023
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities
EMNLP 2023
Coherence-based Label Propagation over Time Series for Accelerated Active Learning
ICLR 2022
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies
AAAI 2022
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
EMNLP 2022