Research

  • 2023-01 | Jaiden Xuan Schraut, Leon Liu, Yiqiao Yin (2022+), A Multi-Output Network with U-Net Enhanced Class Activation Map and Robust Classification Performance for Medical Imaging Analysis (Jan, 2023), International Conference on Biomedical Imaging and Image Processing, 17(1), Link
  • 2023-01 | Yash Bingi, Yiqiao Yin (2022+), Using Machine Learning to Classify Human Fetal Health and Analyze Feature Importance, International Conference on Maternal, Newborn and Child Health, 17(1), Link
  • 2022-10 | Yiqiao Yin (credit to Edna Williams) (2022), A Machine Learning based Enrollment Forecasting System (Oct, 2022), OHDSI, [Link]
    • 2022-08 | Yiqiao Yin (2022+), AI4ALL and K12 AI Education, International Conference on Pedagogical Sciences and Effective Education Systems, 17(1), Link, WASET
    • 2022-05 | Yiqiao Yin (2022), Towards Explainable Artificial Intelligence Using Interaction-based Representation Learning (May, 2022): [Book sale on Amazon]
    • 2022-04 | Yiqiao Yin (credit to Professor Shaw-hwa Lo) (2022), Fundamentals of Interaction-based Learning (Apr, 2022): [Book sale on Amazon]
    • 2022-02 | Yiqiao Yin (2022), XAI in Healthcare: A Novel XAI Approach Towards Radiology Image Classification: [AAAI 22′ Workshops, W37 Home, Poster, Presentation | Venue details: AAAI 22′ Schedule Home, AAAI 22′ Workshop Page (My talk is in W37: Trustworthy AI in Healthcare)] | Updated slides.
    • 2022-01 | Shaw-hwa Lo and Yiqiao Yin (2022), An I-score Review Paper – A Novel Approach to Adopt Explainable Artificial Intelligence (Jan., 2022), Adv. Mach. Learn. Art. Inte., 3(1), 01-11: [Print]
    • 2021-12 | Shaw-hwa Lo and Yiqiao Yin (2021), An Interaction-based Recurrent Neural Network (IRNN) (Dec., 2021), Mach. Learn. Knowl. Extr., 3(4), 922-945: [Arxiv, Print]
    • 2021-12 | Shaw-hwa Lo and Yiqiao Yin (2021), An Interaction-based Convolutional Neural Network (ICNN) (Dec., 2021), Algorithms, 14(11), 337: [ArXiv, Print]
    • 2021-12 | Shaw-hwa Lo and Yiqiao Yin (2021), A Novel Interaction-based Method (Dec., 2021), Discover Artificial Intelligence, 1(16): [ArXiv, Print]

    For previous research experiences, please refer to Research page or Google Scholar.

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