Jayoung Kim
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(15)
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Keywords
tabular data synthesis
(2)
contrastive learning
(1)
self-attention mechanism
(1)
data augmentation
(1)
time series forecasting
(1)
graph signal processing
(1)
diffusion model
(1)
tabular data
(1)
graph convolution
(1)
self attention
(1)
discrete variable
(1)
mixed-type data
(1)
over-smoothing problem
(1)
negative sampling
(1)
matrix polynomial
(1)
model scalability
(1)
feature vector
(1)
score-based generative modeling
(1)
graph filter
(1)
graph neural network
(1)
Papers
Graph Convolutions Enrich the Self-Attention in Transformers!
NeurIPS 2024
Polynomial-based Self-Attention for Table Representation Learning
ICML 2024
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis
ICML 2023
STaSy: Score-based Tabular data Synthesis
ICLR 2023
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations
ICLR 2022