Donghyun Kwak
9 papers · 2016–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird
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Research topics
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(6)
Machine Learning
(5)
Resources & Methods
(4)
Deep Learning
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Computer Vision
(2)
Generation
(2)
Optimization & Theory
(2)
Speech & Audio
(1)
Application Areas
(1)
Applications
(1)
Keywords
large language model
(4)
reinforcement learning
(3)
dialogue system
(2)
in-context learning
(2)
few-shot learning
(2)
policy optimization
(1)
question answering
(1)
sample efficiency
(1)
knowledge distillation
(1)
mathematical reasoning
(1)
reward modeling
(1)
visual question answering
(1)
prompt engineering
(1)
text generation
(1)
multimodal learning
(1)
information retrieval
(1)
cross-modal learning
(1)
spoken language understanding
(1)
visual dialog
(1)
transfer learning
(1)
Papers
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning
EACL 2026
Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation
IJCNLP 2025
Aligning Large Language Models through Synthetic Feedback
EMNLP 2023
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training
CVPR 2023
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models
NAACL 2022
Keep Me Updated! Memory Management in Long-term Conversations
EMNLP 2022
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
EMNLP 2021
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation
Interspeech 2020
Multimodal Residual Learning for Visual QA
NeurIPS 2016