Smiling woman with dark hair and red glasses, wearing a light striped blazer over a burgundy striped shirt.
Office
173 Fitzpatrick Hall Of Engineering
Notre Dame, IN 46556
Email
xzhang33@nd.edu

Research Interests

Professor Xiangliang Zhang’s research focuses on machine learning, data mining and their application in knowledge discovery.

She targets challenging problems that include:

  • learning from complicated and dynamic environments;
  • learning with missing and noisy data;
  • understanding the risk of machine learning models under threats of attacks;
  • discovering novel knowledge in various application domains via knowledge representation learning, extraction and inference.