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叶 秀彩

Ye, Xiucai

システム情報系 , 准教授
Institute of Systems and Information Engineering , Associate Professor

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  1. 1. RFD-ML: robust federated defense via meta-learning Hou, Hongming; Zhang, Jing; Zhang, Meirun; Huang, ZhenhanYe, Xiucai
      Applied Soft Computing 197: (2026)
  2. 2. SSDP-DCA: Enhancing Data Collaboration Analysis with Privacy Amplification Techniques in Cloud Environments Sun, Tingkai; Ye, Xiucai; Imakura, Akira; Omote, KazumasaSakurai, Tetsuya
      IEEE Transactions on Cloud Computing (2026)
  3. 3. LLM-enhanced knowledge distillation for sequence-based protein-ligand interaction prediction YE, Xiucai
      IEEE Journal of Biomedical and Health Informatics (2026)
  4. 4. A dual-language-model framework for reproducibility in small molecule-RNA binding site prediction Guan, Shixuan; Ye, Xiucai; Sakurai, Tetsuya
      IEEE Journal of Biomedical and Health Informatics (2026)
  5. 5. High-performance computing enhanced task recommendation strategy based on mobile prediction in mobile crowdsensing Zhang, Jing; Zhong, Xiangxuan; Huang, Zhenhan; Xu, LiYe, Xiucai
      ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 167: (2026) Semantic Scholar
  6. 6. CADiS: causality-driven transformer for anomaly detection and root cause diagnosis in industrial internet of things Zeng, Zuanyang; Wang, Xiaoding; Xu, Li; Ye, Xiucai (+3 著者) Dev, Kapal
      IEEE Internet of Things Journal (2026)
  7. 7. Robust graph structure learning to improve multi-omics cancer subtype classification Guo, Mengke; Ye, Xiucai; Sakurai, Tetsuya
      BMC Bioinformatics 27: (2026)
  8. 8. A hybrid quantum-enhanced sandwich convolutional neural network for medical image classification Long, Changzhou; Li, Shuaiyu; Huang, Meng; Ye, XiucaiSakurai, Tetsuya
      Current Bioinformatics (2026)
  9. 9. Revealing intra-group immunotherapy response heterogeneity in metastatic urothelial carcinoma through interpretable feature extraction and spectral clustering Nagumo, Yoshiyuki; Ye, Xiucai; Shi, Tianyi; Mathis, Bryan J. (+1 著者) Nishiyama, Hiroyuki
      FRONTIERS IN IMMUNOLOGY 16: (2026) Semantic Scholar
  10. 10. GSToxi: Gated Cross-Modal Modeling With Graph-Sequence Encoders for Peptide Toxicity Prediction Li Wang; Xiangzheng Fu; Tianyi Shi; Xiucai Ye (+1 著者) Yiping Liu
      2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 63 (2025) Semantic Scholar
  11. 11. LSTM-TRPS: Trajectory reconstruction protection strategy based on semantic information encoding Zhang, Jing; Li, Tongxin; Hu, Haoze; Liao, HuaxiongYe, Xiu-Cai
      COMPUTER NETWORKS 273: (2025) Semantic Scholar
  12. 12. Noise-robustness analysis of hybrid quantum-classical CNNs for small-sample road image classification Long, Changzhou; Ye, Xiucai; Sakurai, Tetsuya
      Proceedings of the International Conference on Robotics and Artificial Intelligence (ICRAI) 143 (2025)
  13. 13. BlackHole-DTP: a distributed trajectory privacy protection strategy with deep trajectory training and data blackhole Hou, Hongming; Zhang, Jing; Huang, Zhenhan; Zhang, MeirunYe, Xiucai
      COMPUTER JOURNAL 69: 520 (2025) Semantic Scholar
  14. 14. MOFormer: navigating the antimicrobial peptide design space with Pareto-based multi-objective transformer Wang, Li; Fu, Xiangzheng; Yang, Jiahao; Zhang, Xinyi (+3 著者) Liu, Yiping
      BRIEFINGS IN BIOINFORMATICS 26: (2025) Semantic Scholar
  15. 15. BiFDR: Brain-Inspired Federated Diffusion Transformer with Reinforcement for privacy-preserving molecular generation Hou, Hongming; Zhang, Jing; Zhang, Meirun; Ye, Xiucai
      JOURNAL OF BIOMEDICAL INFORMATICS 170: (2025) Semantic Scholar
  16. 16. EAFL-ALP: Energy-Efficient Asynchronous Federated Learning With Adaptive Layered Personalization for Vehicular Networks Zhang, Jing; Hou, Hongming; Zhang, Meirun; Xu, LiYe, Xiucai
      IEEE INTERNET OF THINGS JOURNAL 12: 39284 (2025) Semantic Scholar
  17. 17. Hybrid quantum-classical-quantum convolutional neural networks Long, Changzhou; Huang, Meng; Ye, Xiucai; Futamura, YasunoriSakurai, Tetsuya
      SCIENTIFIC REPORTS 15: (2025) Semantic Scholar
  18. 18. CEGI: Causally Explainable Gene Identification Method for Unveiling Developmental Signatures in Human Prefrontal Cortex Huang, Meng; Ye, Xiucai; Sakurai, Tetsuya
      CURRENT BIOINFORMATICS (2025) Semantic Scholar
  19. 19. Integration of pre-trained protein language models with equivariant graph neural networks for peptide toxicity prediction Jiao, Shihu; YE, Xiucai; Sakurai, Tetsuya; Zou, Quan (+1 著者) Zhan, Chao
      BMC Biology 23: (2025)
  20. 20. Deciphering cancer therapy resistance via patient-level single-cell transcriptomics with CellResDB Liu, Tianyuan; Qiao, Huiyuan; Ren, Liping; YE, Xiucai (+1 著者) Zhang, Yang
      Communications biology 8: (2025)
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