Hyung Il Koo
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Core AI
(3)
Natural Language Processing
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Paradigms
(1)
Keywords
state space model
(2)
parameter-efficient fine-tuning
(2)
text-to-image synthesis
(1)
test-time adaptation
(1)
model adaptation
(1)
object counting
(1)
weighted majority voting
(1)
diffusion model
(1)
ensemble method
(1)
vision-language model
(1)
inference acceleration
(1)
speculative decoding
(1)
noise prediction
(1)
prompt tuning
(1)
process reward model
(1)
state offset
(1)
attention guidance
(1)
attention map guidance
(1)
counting network
(1)
lor a
(1)
Papers
TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs
EACL 2026
Counting Guidance for High Fidelity Text-to-Image Synthesis
WACV 2025
Parameter-Efficient Fine-Tuning of State Space Models
ICML 2025
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models
ACL 2025
VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data
ICML 2025
Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing
ECCV 2024