Juneyoung Park
7 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
AAAI (2)
ACL (2)
EMNLP (2)
NAACL (1)
Top co-authors
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 Optimization for LoRA on the Stiefel Manifold
EMNLP 2025
Riemannian Geometric-based Meta Learning
AAAI 2025
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering
NAACL 2022
Evaluating the Knowledge Dependency of Questions
EMNLP 2022
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking
ACL 2022
No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment
AAAI 2022