Research Interests
I’m broadly interested in Data Mining Problems and Applications:
Text Mining, Information Extraction, and Natural Language Processing
Structured Mining in Large-Scale Text-Rich Networks
Understanding and Improving Deep Neural Networks
Interdisciplinary Applications (e.g., Biomedical, IoT, …)
Most of my research projects focus on (1) developing principled data-driven approaches with light human effort and (2) building effective and robust machine learning models in an efficient way.