Publications

@inproceedings{chang2026smarter,
  title     = {Smarter by the Moment: Environment-Driven Dynamic Policies for Continual {LLM} Improvement},
  author    = {Chang, Ting-Wei and Chen, Po-Chun and Huang, Hen-Hsen and Chen, Hsin-Hsi},
  booktitle = {Proceedings of the Conference on Language Modeling ({COLM})},
  year      = {2026},
  eprint    = {2609.16800},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CL},
  doi       = {10.48550/arXiv.2609.16800},
  url       = {https://arxiv.org/abs/2609.16800}
}

@article{chang2025artificial,
  title   = {Artificial intelligence for predicting interstitial fibrosis and tubular atrophy using diagnostic ultrasound imaging and biomarkers},
  author  = {Chang, Ting-Wei and Tsai, Chang-Yu and Tang, Zhen-Yi and Zheng, Cai-Mei and Liao, Chia-Te and Cheng, Chung-Yi and Wu, Mai-Szu and Shen, Che-Chou and Lin, Yen-Chung},
  journal = {BMJ Health \& Care Informatics},
  volume  = {32},
  number  = {1},
  pages   = {e101192},
  year    = {2025},
  doi     = {10.1136/bmjhci-2024-101192}
}

@inproceedings{chang2024enhancing,
  title     = {Enhancing Accessibility of Medical Texts through Large Language Model-Driven Plain Language Adaptation},
  author    = {Chang, Ting-Wei and Huang, Hen-Hsen and Chen, Hsin-Hsi},
  booktitle = {Proceedings of the Thirty-Third Text REtrieval Conference ({TREC} 2024)},
  series    = {NIST Special Publication 1329},
  year      = {2024},
  doi       = {10.6028/nist.sp.1329plaba-ntu_nlp},
  eprint    = {2609.17398},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CL},
  url       = {https://arxiv.org/abs/2609.17398},
  note      = {PLABA track}
}

@article{chang2023betablocker,
  title   = {Beta-blocker Therapy and Future Risk of Lower Limb Amputation in Patients with Diabetes and Peripheral Artery Disease},
  author  = {Chang, Ting-Wei and Chen, Yung-Tai and Su, Yu-Wen and Chang, Chun-Chin and Lin, Yi-Cheng and Huang, Chun-Yao and Huang, Po-Hsun and Chen, Jaw-Wen and Lin, Shing-Jong and Hsu, Chien-Yi},
  journal = {Journal of Taiwan Society of Cardiovascular Interventions},
  volume  = {14},
  number  = {2},
  pages   = {67--76},
  year    = {2023},
  note    = {Ting-Wei Chang and Yung-Tai Chen contributed equally (co-first authors)}
}

@inproceedings{tung2022multimodel,
  title     = {Multi-model Comparison for Classification of Medical Records using the {BioBERT} Models},
  author    = {Tung, Nai-Yun and Hu, Hsiang-Wei and Chang, Ting-Wei and Hu, You-Ming and Lin, Hsuan-Ming},
  booktitle = {2022 IEEE 4th Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability ({ECBIOS})},
  pages     = {221--224},
  year      = {2022},
  doi       = {10.1109/ECBIOS54627.2022.9945029}
}

@inproceedings{huang2021feature,
  title     = {Feature Selection for Intradialytic Blood Pressure Value Prediction Using {GRU}-based Method Under {RFECV} Algorithm},
  author    = {Huang, En-Han and Hu, Hsiang-Wei and Jheng, Wun-Long and Chen, Kuan-Yu and Liu, Chih-Hao and Chi, Hsin-Yin and Chang, Ting-Wei and Wu, Chin-Yu and Un, Chi-Hin and Lin, Hsuan-Ming and Chen, Che-Wen and Wang, Jhing-Fa},
  booktitle = {2021 9th International Conference on Orange Technology ({ICOT})},
  pages     = {1--4},
  year      = {2021},
  doi       = {10.1109/ICOT54518.2021.9680645}
}

@inproceedings{huang2021pilot,
  title     = {The Pilot Research of Differencing Time Series as an Important Feature Extraction for Numerical Prediction of Systolic Blood Pressure Using Machine Learning},
  author    = {Huang, Chih-Hsun and Tung, Nai-Yun and Hu, Hsiang-Wei and Chen, Kuan-Yu and Liu, Chih-Hao and Chi, Hsin-Yin and Chang, Ting-Wei and Yang, Jiun-Yi and Lin, Hsuan-Ming and Chen, Che-Wen and Wang, Jhing-Fa},
  booktitle = {2021 9th International Conference on Orange Technology ({ICOT})},
  pages     = {1--4},
  year      = {2021},
  doi       = {10.1109/ICOT54518.2021.9680633}
}