Kyuyoung Kim
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(6)
Application Areas
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Resources & Methods
(2)
Security & Privacy
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Privacy
(1)
Keywords
large language model
(3)
language model
(2)
preference optimization
(1)
privacy preservation
(1)
model merging
(1)
efficient inference
(1)
reinforcement learning from human feedback
(1)
decision tree
(1)
robot learning
(1)
model alignment
(1)
bradley-terry model
(1)
feature generation
(1)
state space model
(1)
contextual representation
(1)
confidence calibration
(1)
reward model
(1)
text-to-image model
(1)
model fine-tuning
(1)
evolutionary algorithm
(1)
decision making
(1)
Papers
Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents
ICLR 2025
Mamba Drafters for Speculative Decoding
EMNLP 2025
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging
EMNLP 2025
Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models
ICLR 2024
Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback
EMNLP 2024
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
NeurIPS 2024
BEHAVIOR-1K: A Benchmark for Embodied AI with 1,000 Everyday Activities and Realistic Simulation
CoRL 2022