Junwoo Park
5 papers · 2021–2025 · 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 (13) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
ICLR (1)
MLHC (1)
Top co-authors
Keywords
large language model
(2)
domain adaptation
(1)
question answering
(1)
time series forecasting
(1)
event forecasting
(1)
knowledge graph
(1)
diffusion model
(1)
language model
(1)
reward model
(1)
electronic health record
(1)
event prediction
(1)
token sampling
(1)
dataset annotation
(1)
non-autoregressive generation
(1)
international relation
(1)
logit scaling
(1)
future forecasting
(1)
graph-based reasoning
(1)
noise sensitivity
(1)
numerical sequence
(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