Jayoung Kim
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
ICML (2)
NIPS (1)
Top co-authors
Keywords
transformer architecture
(1)
contrastive learning
(1)
self-attention mechanism
(1)
graph signal processing
(1)
diffusion model
(1)
tabular data synthesis
(1)
graph convolution
(1)
discrete variable
(1)
mixed-type datum
(1)
negative sampling
(1)
graph filter
(1)
graph neural network
(1)
oversmoothing problem
(1)
Papers
Graph Convolutions Enrich the Self-Attention in Transformers!
NIPS 2024
Polynomial-based Self-Attention for Table Representation Learning
ICML 2024
STaSy: Score-based Tabular data Synthesis
ICLR 2023
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis
ICML 2023
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations
ICLR 2022