Hyunju Lee
10 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(5)
Natural Language Processing
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Applications
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Core AI
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Techniques
(2)
Healthcare & Medicine
(1)
Architectures
(1)
Keywords
transfer learning
(3)
knowledge distillation
(2)
supernet training
(2)
neural architecture search
(2)
vision transformer
(2)
text classification
(2)
model compression
(2)
synthetic data generation
(1)
multimodal learning
(1)
model calibration
(1)
relation extraction
(1)
confidence calibration
(1)
low-rank adaptation
(1)
data augmentation
(1)
generative model
(1)
nonlinear function
(1)
early stopping
(1)
deep neural network
(1)
natural language inference
(1)
domain adaptation
(1)
Papers
GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture Search
WACV 2026
TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts
CVPR 2026
Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions
AAAI 2025
GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization
ACL 2024
TransferCVLM: Transferring Cross-Modal Knowledge for Vision-Language Modeling
EMNLP 2024
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation
ACL 2022
Early Stopping Based on Unlabeled Samples in Text Classification
ACL 2022
Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training
EMNLP 2020
DMCB at SemEval-2018 Task 1: Transfer Learning of Sentiment Classification Using Group LSTM for Emotion Intensity prediction
SemEval 2018
GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task
SemEval 2018