Susik Yoon
9 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (11)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(28)
π
Grand Slam
Conferences
EMNLP (3)
ICML (2)
AAAI (1)
ACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(2)
time series
(2)
semi-supervised learning
(1)
change detection
(1)
text classification
(1)
weakly supervised learning
(1)
text representation
(1)
semantic similarity
(1)
document representation
(1)
time series classification
(1)
data augmentation
(1)
boundary detection
(1)
trajectory analysis
(1)
hierarchical structure
(1)
few-shot learning
(1)
deep neural network
(1)
decision boundary
(1)
consistency regularization
(1)
feature engineering
(1)
change point detection
(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
NIPS 2024
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning
ICML 2024
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities
EMNLP 2023
Context Consistency Regularization for Label Sparsity in Time Series
ICML 2023
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance
ACL 2023
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
EMNLP 2022
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies
AAAI 2022
Coherence-based Label Propagation over Time Series for Accelerated Active Learning
ICLR 2022