Dynamic graph convolutional networks with attention mechanism for rumor detection on social media J Choi, T Ko, Y Choi, H Byun, C Kim Plos one 16 (8), e0256039, 2021 | 61 | 2021 |
Based Domain Disentanglement without Duplicate Users or Contexts for Cross-Domain Recommendation Y Choi, J Choi, T Ko, H Byun, CK Kim Proceedings of the 31st ACM International Conference on Information …, 2022 | 19 | 2022 |
A spectral graph convolution for signed directed graphs via magnetic Laplacian T Ko, Y Choi, CK Kim Neural Networks 164, 562-574, 2023 | 16* | 2023 |
Finding Heterophilic Neighbors via Confidence-based Subgraph Matching for Semi-supervised Node Classification Y Choi, J Choi, T Ko, H Byun, CK Kim Proceedings of the 31st ACM International Conference on Information …, 2022 | 13 | 2022 |
Universal Graph Contrastive Learning with a Novel Laplacian Perturbation T Ko, Y Choi, CK Kim Uncertainty in Artificial Intelligence, 1098-1108, 2023 | 11* | 2023 |
Is Signed Message Essential for Graph Neural Networks? Y Choi, J Choi, T Ko, CK Kim arXiv preprint arXiv:2301.08918, 2023 | 5 | 2023 |
Improving Signed Propagation for Graph Neural Networks Y Choi, J Choi, T Ko, CK Kim arXiv preprint arXiv:2301.08918, 2023 | 1 | 2023 |
Beyond Message-Passing: Generalization of Graph Neural Networks via Feature Perturbation for Semi-Supervised Node Classification Y Choi, J Choi, T Ko, CK Kim IEEE Transactions on Neural Networks and Learning Systems, 2024 | | 2024 |
Better Not to Propagate: Understanding Edge Uncertainty and Over-smoothing in Signed Graph Neural Networks Y Choi, J Choi, T Ko, CK Kim arXiv preprint arXiv:2408.04895, 2024 | | 2024 |
Design of User Behavior-aware Video Chunk Caching Strategy at Network Edge AH Lee, T Ko, CK Kim 2024 Fifteenth International Conference on Ubiquitous and Future Networks …, 2024 | | 2024 |
Perturb Initial Features: Generalization of Neural Networks Under Sparse Features for Semi-supervised Node Classification Y Choi, J Choi, T Ko, CK Kim arXiv preprint arXiv:2211.15081, 2022 | | 2022 |
Flip Initial Features: Generalization of Neural Networks for Semi-supervised Node Classification. Y Choi, J Choi, T Ko, CK Kim CoRR, 2022 | | 2022 |