Hyokun Yun
14 papers · 2012–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(3)
π§
Keyword Pioneer
π
Grand Slam
π
Trend Setter
π
Century Club Β· Bronze
π
Conference Pioneer
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(74)
Top co-authors
Research topics
Machine Learning
(11)
Natural Language Processing
(7)
Learning Types Β· Machine Learning
(7)
Artificial Intelligence
(5)
Deep Learning
(5)
Application Areas
(4)
Core AI
(4)
Resources & Methods
(4)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Data Science & Analytics
(2)
Applications
(2)
Understanding
(2)
Mathematics & Optimization
(1)
Keywords
direct preference optimization
(4)
language model alignment
(3)
preference data
(3)
preference learning
(2)
named entity recognition
(2)
instruction following
(2)
reinforcement learning from human feedback
(2)
web agent
(2)
multi-task learning
(2)
large language model
(2)
online learning
(1)
model robustness
(1)
reward modeling
(1)
knowledge distillation
(1)
reinforcement learning
(1)
graph theory
(1)
preference optimization
(1)
text classification
(1)
information retrieval
(1)
binary classification
(1)
Papers
RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users
AAAI 2026
Aligning Large Language Models with Implicit Preferences from User-Generated Content
ACL 2025
AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs
ACL 2025
DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment
EMNLP 2025
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment
AISTATS 2025
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
EMNLP 2025
Evolutionary Contrastive Distillation for Language Model Alignment
EMNLP 2024
Robust Multi-Task Learning with Excess Risks
ICML 2024
MICO: Selective Search with Mutual Information Co-training
COLING 2022
Robustness to Capitalization Errors in Named Entity Recognition
EMNLP 2019
Deep Active Learning for Named Entity Recognition
ICLR 2018
WordRank: Learning Word Embeddings via Robust Ranking
EMNLP 2016
Ranking via Robust Binary Classification
NeurIPS 2014
Quilting Stochastic Kronecker Product Graphs to Generate Multiplicative Attribute Graphs
AISTATS 2012