Daeho Um
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(9)
🌉
Interdisciplinary Bridge
🏆
Grand Slam
Conferences
ICLR (3)
ICML (2)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
gene expression
(1)
semi-supervised classification
(1)
k-nearest neighbor
(1)
node classification
(1)
data imputation
(1)
single-cell rna-seq
(1)
cell clustering
(1)
k-nearest neighbor graph
(1)
false zero recovery
(1)
single-cell rna sequencing
(1)
adaptive aggregation
(1)
graph neural network
(1)
class-attentive diffusion
(1)
gene-gene relationship
(1)
genetic evidence
(1)
knn graph
(1)
Papers
Spreading Out-of-Distribution Detection on Graphs
ICLR 2025
Relation-Aware Diffusion for Heterogeneous Graphs with Partially Observed Features
ICLR 2025
PRIME: Deep Imbalanced Regression with Proxies
ICML 2025
Propagate and Inject: Revisiting Propagation-Based Feature Imputation for Graphs with Partially Observed Features
ICML 2025
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation
NIPS 2024
Confidence-Based Feature Imputation for Graphs with Partially Known Features
ICLR 2023
Class-Attentive Diffusion Network for Semi-Supervised Classification
AAAI 2021