Jin-Duk Park

Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity

Yu Hou, Jin-Duk Park, Won-Yong Shin · 2024 · 22 citations · Full text

On the Power of Gradual Network Alignment Using Dual-Perception Similarities

Jin-Duk Park, Cong Tran, Won-Yong Shin et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 18 citations

Geometric Learning, Graph Representation Learning, Machine Learning +22

Two-Stage Deep Anomaly Detection With Heterogeneous Time Series Data

Kyeong-Joong Jeong, Jin-Duk Park, Kyusoon Hwang et al. · IEEE Access · 2022 · 12 citations · Full text

Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract)

Jin-Duk Park, Cong Tran, Won-Yong Shin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 10 citations · Full text

Graph Neural Networks, Network Science, Graph Theory +15

GradAlign+: Empowering Gradual Network Alignment Using Attribute Augmentation

Jin-Duk Park, Cong Tran, Won-Yong Shin et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 10 citations