Search Results for author: Dohoon Lee

Found 3 papers, 1 papers with code

Tensor-Valued Time and Inference Path Optimization in Differential Equation-Based Generative Modeling

no code implementations22 Apr 2024 Dohoon Lee, Kyogu Lee

In the field of generative modeling based on differential equations, conventional methods utilize scalar-valued time during both the training and inference phases.

SPGP: Structure Prototype Guided Graph Pooling

no code implementations16 Sep 2022 Sangseon Lee, Dohoon Lee, Yinhua Piao, Sun Kim

In this paper, we propose Structure Prototype Guided Pooling (SPGP) that utilizes prior graph structures to overcome the limitation.

Graph Classification Graph Learning +2

Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification

1 code implementation13 Dec 2021 Yinhua Piao, Sangseon Lee, Dohoon Lee, Sun Kim

To address these challenges, we propose a novel GNN-based sparse structure learning model for inductive document classification.

Classification Document Classification +1

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