Publications

2026

1. Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping

   Hsun-Yu Kuo, El Mahdi Chayti, Patrik Reizinger, and 2 more authors

   In ICML 2026 Workshop on Resource-Adaptive Foundation Model Inference, 2026

   Bib Website

   @inproceedings{kuo2025looped,
     title = {Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping},
     author = {Kuo, Hsun-Yu and Chayti, El Mahdi and Reizinger, Patrik and Brendel, Wieland and Jaggi, Martin},
     booktitle = {ICML 2026 Workshop on Resource-Adaptive Foundation Model Inference},
     year = {2026},
     url = {https://openreview.net/forum?id=xExWu1Bhuw},
   }

2025

1. ICLR ’25

   Spotlight

   Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification

   Hsun-Yu Kuo, Yin-Hsiang Liao, Yu-Chieh Chao, and 2 more authors

   Proceedings of the 13th International Conference on Learning Representations, 2025

   Spotlight (top 5.1%)

   Bib Website

   @article{kuo2025llmgenerated,
     title = {Not All {LLM}-Generated Data Are Equal: Rethinking Data Weighting in Text Classification},
     author = {Kuo, Hsun-Yu and Liao, Yin-Hsiang and Chao, Yu-Chieh and Ma, Wei-Yun and Cheng, Pu-Jen},
     journal = {Proceedings of the 13th International Conference on Learning Representations},
     year = {2025},
     note = {Spotlight (top 5.1\%)},
     url = {https://openreview.net/forum?id=oI5tZaWkF9},
   }

2023

1. Reliable Data Transmission through Private CBRS Networks

   Hsun-Yu Kuo, Szu-Yu Liu, Chin-Ya Huang, and 2 more authors

   2023

   Preprint

   Bib Website

   @misc{kuo2023cbrs,
     title = {Reliable Data Transmission through Private {CBRS} Networks},
     author = {Kuo, Hsun-Yu and Liu, Szu-Yu and Huang, Chin-Ya and Chen, Yu-Chi and Xie, Meng-Hua},
     year = {2023},
     note = {Preprint},
     url = {https://doi.org/10.48550/arXiv.2310.14171},
   }

2. Differential Diagnostic Value of Machine Learning-Based Models for Embolic Stroke

   Hsun-Yu Kuo, T.-W. Liu, Y.-P. Huang, and 1 more author

   Clinical and Applied Thrombosis/Hemostasis, 2023

   Bib

   @article{kuo2023stroke,
     title = {Differential Diagnostic Value of Machine Learning-Based Models for Embolic Stroke},
     author = {Kuo, Hsun-Yu and Liu, T.-W. and Huang, Y.-P. and others},
     journal = {Clinical and Applied Thrombosis/Hemostasis},
     year = {2023},
   }

2019

1. The Modified Spatial Context Memory Test for Assessing Cognitive Aging in Middle-Aged and Older Adults

   Hsuan-Min Wang, Yo-Ping Huang, Hsun-Yu Kuo, and 1 more author

   Neuroscience Research, 2019

   Bib

   @article{wang2019memory,
     title = {The Modified Spatial Context Memory Test for Assessing Cognitive Aging in Middle-Aged and Older Adults},
     author = {Wang, Hsuan-Min and Huang, Yo-Ping and Kuo, Hsun-Yu and others},
     journal = {Neuroscience Research},
     year = {2019},
   }