Juneyoung Park
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
knowledge tracing
(2)
pre-trained language model
(2)
low-rank adaptation
(2)
stiefel manifold
(2)
few-shot learning
(2)
question generation
(1)
gradient estimation
(1)
dialogue state tracking
(1)
manifold optimization
(1)
news recommendation
(1)
riemannian geometry
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
evaluation metric
(1)
recommender system
(1)
orthogonality constraint
(1)
dialogue summarization
(1)
gradient accumulation
(1)
automatic evaluation
(1)
text-to-text model
(1)
Papers
Memory-Efficient Structured Backpropagation for On-Device LLM Fine-Tuning
ACL 2026
Riemannian Geometric-based Meta Learning
AAAI 2025
Riemannian Optimization for LoRA on the Stiefel Manifold
EMNLP 2025
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking
ACL 2022
Evaluating the Knowledge Dependency of Questions
EMNLP 2022
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering
NAACL 2022
No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment
AAAI 2022