Soyeon Kim
5 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Grand Slam
Conferences
AAAI (1)
EMNLP (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
large language model
(2)
image generation
(1)
probabilistic modeling
(1)
function approximation
(1)
gradient-based optimization
(1)
multi-objective optimization
(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)
korean language
(1)
neural process
(1)
conditional neural process
(1)
neural network
(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
NIPS 2024
Conditional Temporal Neural Processes with Covariance Loss
ICML 2021