Publications

Preprint

• [Cyber Security] Mitigating Fine-tuning Jailbreak Attack with Backdoor Enhanced Alignment [Paper]
  Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Muhao Chen, Junjie Hu, Yixuan Li, Bo Li, and Chaowei Xiao
  arXiv preprint arXiv:2402.14968, 2024.
  

Conference Papers

• [Cyber Security] ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger. [Paper]
  Jiazhao Li, Yijin Yang, Zhuofeng Wu, V.G. Vinod Vydiswaran, Chaowei Xiao
  NAACL 2024, Spotlight Paper of 4th TrustNLP workshop.
  

• [Cyber Security] Defending against Insertion-based Textual Backdoor Attacks via Attribution. [Paper]
  Jiazhao Li, Zhuofeng Wu, Wei Ping, Chaowei Xiao, V.G.Vinod Vydiswaran
  Findings of ACL 2023.
  

• [Text Generative] PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions. [Paper] [BibTex][Video]
  Jiazhao Li, Corey Lester, Xinyan Zhao, Yuting Ding, Yun Jiang, and V.G.Vinod Vydiswaran.
  Findings of EMNLP 2020.
  

• [IR] Re-ranking biomedical literature for precision medicine with pre-trained neural models. [Paper] [BibTex]
  Jiazhao Li, Adharsh Murali, Qiaozhu Mei, V.G.Vinod Vydiswaran.
  ICHI 2020.
  

Journal Papers

• [Health Informatics] Accelerating Theme Analysis of Telehealth via Active Learning.
  Li J, Buis LR, Brown LK, Plegue MA, Kadri R, Laurie AR, Guetterman TC, Veinot TC, Vydiswaran VGV
  Preprint .

• [Health Informatics] Identifying Inequities in Video and Audio Telehealth Services for Primary Care Encounters During COVID-19: Repeated Cross-Sectional, Observational Study. [Paper]
  Buis LR, Brown LK, Plegue MA, Kadri R, Laurie AR, Guetterman TC, Vydiswaran VGV, Li J, Veinot TC
  Journal of Medical Internet Research (2023).

• [Health Informatics] Equity in virtual care: A mixed methods study of perspectives from physicians. [Paper]
  Guetterman TC, Koptyra E, Ritchie O, Marquis LB, Kadri R, Laurie A, Vydiswaran VV, Li J, Brown LK, Veinot TC, Buis LR.
  Journal of Telemedicine and Telecare (2023).

• [Health Informatics] Comparing Human versus Machine Translation of Electronic Prescription Directions. [Paper][BibTex]
  Lester CA, Ding Y, Li J, Jiang Y, Rowell B, Vydiswaran VGV.
  Journal of the American Pharmacists Association (2021).

• [Health Informatics] Performance Evaluation of a Prescription Medication Image Classification Model: An Observational Cohort.
  Li J, Ding Y, Brigid R, Jessie Y, Raed Al K, Lester CA.
  Nature Partner Journal Digital Medicine (2021) .

• [Health Informatics] Accelerating Mixed Methods Research with Natural Language Processing of Big Text Data. [Paper]
  Chang T, DeJonckheere M, Vydiswaran VGV, Li J, Buis L, Guetterman T. Journal of Mixed Methods Research (2021).