Hyeonmok Ko
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Application Areas
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Natural Language Processing
(3)
Applications
(2)
Generation
(2)
Optimization & Theory · Machine Learning
(2)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
model merging
(3)
large language model
(3)
parameter-efficient fine-tuning
(2)
low-rank adaptation
(2)
multi-task learning
(2)
compositional multi-tasking
(2)
on-device deployment
(2)
model compression
(2)
on-device inference
(2)
pre-trained language model
(1)
parameter efficiency
(1)
retrieval-augmented generation
(1)
length extrapolation
(1)
performance degradation
(1)
multi-domain dialogue
(1)
conversation modeling
(1)
low-rank adapter
(1)
adapter merging
(1)
contextual augmentation
(1)
storage efficiency
(1)
Papers
Efficient Compositional Multi-tasking for On-device Large Language Models
EMNLP 2025
Hansel: Output Length Controlling Framework for Large Language Models
AAAI 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging
EMNLP 2025
On-device System of Compositional Multi-tasking in Large Language Models
EMNLP 2025
Multi-Domain Dialogue State Tracking By Neural-Retrieval Augmentation
AACL 2022
Contextual Augmentation of Pretrained Language Models for Emotion Recognition in Conversations
COLING 2020