Soyeon Kim
5 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🏆
Grand Slam
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Bayesian & Probabilistic
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(2)
benchmark evaluation
(1)
image generation
(1)
probabilistic modeling
(1)
ensemble learning
(1)
function approximation
(1)
gradient-based optimization
(1)
synthetic data generation
(1)
multi-objective optimization
(1)
generative model
(1)
normalizing flow
(1)
relational database
(1)
latent space
(1)
generative adversarial network
(1)
noisy observation
(1)
knowledge benchmark
(1)
hallucination detection
(1)
entity-relationship model
(1)
integrity constraint
(1)
mode collapse
(1)
Papers
Diverse Rare Sample Generation with Pretrained GANs
AAAI 2025
From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation
EMNLP 2025
PFGuard: A Generative Framework with Privacy and Fairness Safeguards
ICLR 2025
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models
NeurIPS 2024
Conditional Temporal Neural Processes with Covariance Loss
ICML 2021