Yoonhyuk Choi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Subgraph Matching

Pattern Classification Problems

Top Venues

Publications

Yoonhyuk Choi
Review-Based Cross-Domain Recommendation via Hyperbolic Embedding and Hierarchy-Aware Domain Disentanglement. CoRR (2024)
Yoonhyuk Choi, Reepal Shah, John Sabo, K. Selcuk Candan, Huan Liu
Prioritizing Potential Wetland Areas via Region-to-Region Knowledge Transfer and Adaptive Propagation. CoRR (2024)
Soobin Park, Yoonhyuk Choi, Chong-Kwon Kim
Precipitation Nowcasting with Graph Neural Network and Gated Recurrent Units. ICOIN (2024)
Taewook Ko, Yoonhyuk Choi, Chong-Kwon Kim
Universal Graph Contrastive Learning with a Novel Laplacian Perturbation. UAI (2023)
Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chong-Kwon Kim
Is Signed Message Essential for Graph Neural Networks? CoRR (2023)
Taewook Ko, Yoonhyuk Choi, Chong-Kwon Kim
A spectral graph convolution for signed directed graphs via magnetic Laplacian. Neural Networks 164 (2023)
Taewook Ko, Yoonhyuk Choi, Chong-Kwon Kim
Signed Directed Graph Contrastive Learning with Laplacian Augmentation. CoRR (2023)
Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chong-Kwon Kim
Finding Heterophilic Neighbors via Confidence-based Subgraph Matching for Semi-supervised Node Classification. CoRR (2023)
Beomsik Park, Ranggi Hwang, Dongho Yoon, Yoonhyuk Choi, Minsoo Rhu
DiVa: An Accelerator for Differentially Private Machine Learning. MICRO (2022)
Yoonhyuk Choi, Jiho Choi, Taewook Ko, Hyungho Byun, Chong-Kwon Kim
Finding Heterophilic Neighbors via Confidence-based Subgraph Matching for Semi-supervised Node Classification. CIKM (2022)
Yoonhyuk Choi, Jiho Choi, Taewook Ko, Hyungho Byun, Chong-Kwon Kim
Review-Based Domain Disentanglement without Duplicate Users or Contexts for Cross-Domain Recommendation. CIKM (2022)
Beomsik Park, Ranggi Hwang, Dongho Yoon, Yoonhyuk Choi, Minsoo Rhu
DiVa: An Accelerator for Differentially Private Machine Learning. CoRR (2022)
Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chong-Kwon Kim
Flip Initial Features: Generalization of Neural Networks for Semi-supervised Node Classification. CoRR (2022)
Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chongkwon Kim
DaRE: A Cross-Domain Recommender System with Domain-aware Feature Extraction and Review Encoder. CoRR (2021)