Sehwan Kim
4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
π
Cross-Pollinator
(11)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
Conferences
AAAI (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
differential privacy
(1)
representation learning
(1)
explainable ai
(1)
topological data analysis
(1)
feature disentanglement
(1)
adaptive sampling
(1)
machine learning fairness
(1)
empirical risk minimization
(1)
sensitivity analysis
(1)
exponential mechanism
(1)
generative model
(1)
diffusion model
(1)
bias mitigation
(1)
latent space
(1)
spurious correlation
(1)
group fairness
(1)
debiasing method
(1)
dataset distillation
(1)
counterfactual explanation
(1)
synthetic dataset
(1)
Papers
An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity
AAAI 2026
Constructing Fair Latent Space for Intersection of Fairness and Explainability
AAAI 2025
Mitigating Spurious Correlations via Disagreement Probability
NIPS 2024
Differentially Private Topological Data Analysis
JMLR 2024