Dr. Huang has published more than 130 papers in top-tier conferences and many papers in premium journals such as NIPS, ICML, KDD, RECOMB, ISMB, IJCAI, AAAI, CVPR, ICCV, SIGIR, Bioinformatics, IEEE Trans. On Medical Imaging, Medical Image Analysis, IEEE TKDE, and others. As principal investigator, is leading a National Institutes of Health-funded $2 million R01 project on imaging genomics based complex brain disorder study, multiple NSF-funded projects on precision medicine, biomedical data science, big data mining, electronic medical record data mining and privacy-preserving, computational biology, smart healthcare, cyber physical systems, and also industry-funded projects on computational sustainability, smart metering, and smart grids.
Research Interests:
Machine Learning, Data Mining, Big Data Computing, NLP
Bioinformatics, Neuroinformatics, Precision Medicine, Health Informatics
Computer Vision, Medical Image Analysis