| Grad-align: Gradual network alignment via graph neural networks (student abstract) JD Park, C Tran, WY Shin, X Cao Proceedings of the AAAI conference on artificial intelligence 36 (11), 13027 …, 2022 | 18 | 2022 |
| GradAlign+: Empowering gradual network alignment using attribute augmentation JD Park, C Tran, WY Shin, X Cao Proceedings of the 31st ACM international conference on information …, 2022 | 13 | 2022 |
| On the power of gradual network alignment using dual-perception similarities JD Park, C Tran, WY Shin, X Cao IEEE transactions on pattern analysis and machine intelligence 45 (12 …, 2023 | 12 | 2023 |
| Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity Y Hou, JD Park, WY Shin SIGIR 2024, 2024 | 11 | 2024 |
| Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation JD Park, S Li, X Cao, WY Shin Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 9 | 2023 |
| Explainable gait recognition with prototyping encoder–decoder J Moon, YM Shin, JD Park, NH Minaya, WY Shin, SI Choi Plos one 17 (3), e0264783, 2022 | 9 | 2022 |
| Two-stage deep anomaly detection with heterogeneous time series data KJ Jeong, JD Park, K Hwang, SL Kim, WY Shin IEEE Access 10, 13704-13714, 2022 | 8 | 2022 |
| Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation JD Park, YM Shin, WY Shin SIGIR 2024, 2024 | 5 | 2024 |
| CF-KAN: Kolmogorov-Arnold network-based collaborative filtering to mitigate catastrophic forgetting in recommender systems JD Park, KM Kim, WY Shin arXiv preprint arXiv:2409.05878, 2024 | 3 | 2024 |
| Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation JD Park, J Yoo, WY Shin arXiv preprint arXiv:2502.09046, 2025 | 1 | 2025 |
| Leveraging Member-Group Relations via Multi-View Graph Filtering for Effective Group Recommendation CH Kim, YR Choi, JD Park, WY Shin arXiv preprint arXiv:2502.09050, 2025 | 1 | 2025 |
| Node Feature Augmentation Vitaminizes Network Alignment JD Park, C Tran, WY Shin, X Cao arXiv e-prints, arXiv: 2304.12751, 2023 | 1 | 2023 |
| LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs S Li, JD Park, W Huang, X Cao, WY Shin, Z Xu arXiv preprint arXiv:2409.06323, 2024 | | 2024 |
| Collaborative Filtering Meets Diffusion Models Y Hou, JD Park, WY Shin 한국통신학회 학술대회논문집, 323-323, 2023 | | 2023 |
| 기계학습을 활용한 네트워크 정렬 기술 최근 동향 박진덕， 신원용 전자공학회지 50 (6), 31-39, 2023 | | 2023 |
| 확장 그래프에서 그래프 신경망을 사용한 다 기준 추천 박진덕， 신원용 한국통신학회 학술대회논문집, 1343-1343, 2023 | | 2023 |
| Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data KJ Jeong, JD Park, K Hwang, SL Kim, WY Shin arXiv preprint arXiv:2202.05093, 2022 | | 2022 |
