Publications

Multi-Modal Large Language Model Enables Protein Function Prediction
Mingjia Huo, Han Guo, Xingyi Cheng, Digvijay Singh, Hamidreza Rahmani, Shen Li, Philipp Gerlof, Trey Ideker, Danielle A. Grotjahn, Elizabeth Villa, Le Song, Pengtao Xie
arXiv GitHub

Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models
Mingjia Huo* , Sai Ashish Somayajula* , Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie
ICML 2024.
arXiv

All Eyes On Me: Inside Trackers’ Exfiltration of PHI from Healthcare Providers’ Online Systems.
Mingjia Huo, Maxwell Bland, Kirill Levchenko
Proceedings of the 21st Workshop on Privacy in the Electronic Society (WPES), 2022.
WPES HHS(US HHS Bulletin after our notification) Letter(HHS & FTC letter)