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자료 필터
자료유형
발행연도
2022 ~ 2026
2022 2026
키워드
언어
전체 12건 중 1번부터 10번까지의 결과를 표시합니다.
2026
Article
Edge-conditioned Markov kernels for stable label refinement on heterophilous graphs
- Ko, Taewook ;
- Choi, Yoonhyuk
- 2026-11
- Information Sciences
- Elsevier Inc.
Article
Identifying heterophilic neighbors via confidence-based subgraph matching for graph neural networks
- Choi, Yoonhyuk ;
- Kim, Chong-Kwon
- 2026-09
- Artificial Intelligence
- Elsevier BV
Article
Sheaf Graph Neural Networks via PAC-Bayes Spectral Optimization
- Choi, Yoonhyuk ;
- Choi, Jiho ;
- Ko, Taewook ;
- Kim, JongWook ;
- Kim, Chong-Kwon
- 2026-03
- Proceedings of the AAAI Conference on Artificial Intelligence
- Association for the Advancement of Artificial Intelligence (AAAI)
2025
Article
Beyond Binary: Improving Signed Message Passing in Graph Neural Networks for Multi-Class Graphs
- Choi, Yoonhyuk ;
- Ko, Taewook ;
- Choi, Jiho ;
- Kim, Chong-Kwon
- 2025-11
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- IEEE Computer Society
Article
Hierarchical Hyperbolic Embeddings for Review-Driven Cross-Domain Recommendation
- Choi, Yoonhyuk ;
- Kim, Chong-Kwon
- 2025-11
- IEEE Access
- Institute of Electrical and Electronics Engineers Inc.
Article
Generalization of Knowledge Transfer with User Reviews for Cross-Domain Recommendation
- Choi, Yoonhyuk ;
- Kim, Chong-Kwon
- 2025-10
- IEEE Access
- Institute of Electrical and Electronics Engineers Inc.
Article
Selective blocking for message-passing neural networks on heterophilic graphs
- Choi, Yoonhyuk ;
- Ko, Taewook ;
- Choi, Jiho ;
- Kim, Chong-Kwon
- 2025-07
- Proceedings of Machine Learning Research
- ML Research Press
Article
Beyond Message-Passing: Generalization of Graph Neural Networks via Feature Perturbation for Semi-Supervised Node Classification
- Choi, Yoonhyuk ;
- Choi, Jiho ;
- Ko, Taewook ;
- Kim, Chong-Kwon
- 2025-06
- IEEE Transactions on Neural Networks and Learning Systems
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
Review-Based Hyperbolic Cross-Domain Recommendation
- Choi, Yoonhyuk ;
- Choi, Jiho ;
- Ko, Taewook ;
- Kim, Chong-Kwon
- 2025-03
- Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining
- Association for Computing Machinery
Article
Mitigating Overfitting in Graph Neural Networks via Feature and Hyperplane Perturbation
- Choi, Yoonhyuk ;
- Choi, Jiho ;
- Ko, Taewook ;
- Kim, Chong-Kwon
- 2025-03
- Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining
- Association for Computing Machinery
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