Van Thuy Hoang
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Publications

For the up-to-date records, please refer to my Google Scholar profile .

Full Publications

  1. Van Thuy Hoang, O-Joun Lee.
    Pre-training Graph Neural Networks on 2D and 3D Molecular Structures by using Multi-View Conditional Information Bottleneck.
    Under review 2026.
  2. Van Thuy Hoang, O-Joun Lee.
    Context-aware Graph Causality Inference for Few-Shot Molecular Property Prediction.
    Under review 2026.
  3. Van Thuy Hoang, O-Joun Lee.
    Pre-training Graph Neural Networks on Molecules by using Subgraph-conditioned Graph Information Bottleneck.
    In Proceedings of the 39th AAAI Conference on Artificial Intelligence 2025 (AAAI 2025).
  4. Van Thuy Hoang, Hyeon-Ju Jeon, O-Joun Lee.
    Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-attention.
    IEEE Transactions on Network Science & Engineering 2025 (IEEE TNSE 2025).
  5. Van Thuy Hoang, Tien-Bach-Thanh Do, Jinho Seo, Seung Charlie Kim, Luong Vuong Nguyen, Duong Nguyen Minh Huy, Hyeon-Ju Jeon, O-Joun Lee.
    Halal or Not: Knowledge Graph Completion for Predicting Cultural Appropriateness of Daily Products.
    IEEE Access 2025.
  6. Van Thuy Hoang, O-Joun Lee.
    Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity.
    In Proceedings of the 38th AAAI Conference on Artificial Intelligence 2024 (AAAI 2024).
  7. Nam-Gyu Jung, Van Thuy Hoang, O-Joun Lee, Chang Choi.
    Kiosk Recommend System based on Self-Supervised Representation Learning of User Behaviors in Offline Retail.
    IEEE Internet of Things Journal 2024 (IoT 2024).
  8. Van Thuy Hoang, T. S. Nguyen, S. Lee, J. Lee, L. V. Nguyen, O.-J. Lee.
    Companion Animal Disease Diagnostics Based on Literal-Aware Medical Knowledge Graph Representation Learning.
    IEEE Access 2023.
  9. Van Thuy Hoang, Hyeon-Ju Jeon, Eun-Soon You, Y. W. Yoon, Sungyeop Jung, O-Joun Lee.
    Graph Representation Learning and Its Applications: A Survey.
    Sensors 2023.
  10. Van Thuy Hoang, Phan Viet Anh, Nguyen Xuan Hoai.
    Automated Large Program Repair Based on Big Code.
    In Proceedings of the 9th International Symposium on Information and Communication Technology 2018 (ISICT 2018).
  11. Ly Vu, Van Thuy Hoang, Uy Nguyen, Tran Ngoc, Diep Nguyen, Hoang Dinh, Eryk Dutkiewicz.
    Time Series Analysis for Encrypted Traffic Classification: A Deep Learning Approach.
    In Proceedings of the 18th International Symposium on Communications and Information Technologies 2018 (ISCIT 2018).
  12. Van Thuy Hoang, O-Joun Lee.
    A Survey on Structure-Preserving Graph Transformers.
    arXiv preprint 2024. arXiv:2401.16176.
  13. Thanh Sang Nguyen, Jooho Lee, Van Thuy Hoang, O-Joun Lee.
    Connector 0.5: A Unified Framework for Graph Representation Learning.
    arXiv preprint 2023. arXiv:2304.13195.