A Common Language for Dynamic Graphs: Interaction Tokenization Enables Foundation Models
Research paper by Fuyuan Ma and collaborators. arXiv record dated 2026-11-02. Research area: Machine learning.
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Research paper by Fuyuan Ma and collaborators. arXiv record dated 2026-11-02. Research area: Machine learning.
Research paper by Zongxu Luo and collaborators, published 2026 in International Conference on Computer Supported Cooperative Work in Design (CSCWD). Research area: Natural Language Processing Techniques.
Research paper by Chengxuan Lu and collaborators. arXiv record dated 2026-06-12. Research area: Machine learning.
More and more software practitioners are tackling towards industrial applications of artificial intelligence (AI) systems, especially those based on machine learning (ML). However, many of existing principles and approaches to traditional systems do not work effectively for the system behavior obtained by training not by logical design. In addition, unique kinds of requirements are emerging such as fairness and explainability. To provide clear guidance to understand and tackle these difficulties, we present an analysis on what quality concepts we should evaluate for AI systems. We base our discussion on ISO/IEC 25000 series, known as SQuaRE,
Additional file 1: Figure S1. Changes in earthquake detectability in and around eastern Japan (≤ 50 km depth). Figure S2. Hypocentral distribution of events in the JMA unified catalog during the 11 years preceding the 2011 Tohoku earthquake. Figure S3. Heat map of events in the JMA unified catalog during the 11 years preceding the 2011 Tohoku earthquake. Table S1. Features used in our LightGBM quality control classifier.
Research paper by Takao Nakagawa and collaborators. arXiv record dated 2025-03-10. Research area: Artificial intelligence.
Research paper by Fuyue Zhang and collaborators, published 2026 in Electronics. Research area: Anomaly Detection Techniques and Applications.
Research paper by Fuyuan Zhang and collaborators. arXiv record dated 2025-07-08. Research area: Computer vision.
Research paper by Long Yao and collaborators. arXiv record dated 2025-06-02. Research area: Language technology.
Research paper by Juntong Wu and collaborators. Published 2026-05-14. Topics: Mixture-of-Experts, Top-K routing, expert selection, binary masks, straight-through estimator.
Research paper by Fuyuan Qian and collaborators. arXiv record dated 2026-05-30. Research area: Machine learning.
Research paper by Dun Yuan and collaborators. arXiv record dated 2026-04-13. Research area: Artificial intelligence.
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