Junwoo Park
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Deep Learning
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Applications · Data Science & Analytics
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Social
(1)
Keywords
large language model
(2)
contrastive learning
(1)
zero-shot learning
(1)
domain adaptation
(1)
self-supervised learning
(1)
question answering
(1)
time series
(1)
time series forecasting
(1)
event forecasting
(1)
knowledge graph
(1)
diffusion model
(1)
language model
(1)
reward model
(1)
electronic health record
(1)
long-term forecasting
(1)
event prediction
(1)
token sampling
(1)
dataset annotation
(1)
non-autoregressive generation
(1)
international relation
(1)
Papers
Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models
ACL 2025
Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs
EMNLP 2025
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
EMNLP 2024
Self-Supervised Contrastive Learning for Long-term Forecasting
ICLR 2024
Knowledge Graph-based Question Answering with Electronic Health Records
MLHC 2021