I am looking for PhD students interested in machine vision and deep learning, especially controllable models, interpretability, and uncertainty estimation. Due to the high volume of inquiry emails, I may not be able to reply to every message individually, but I appreciate your interest.

Good fit

• Strong programming and math background.
• Interest in computer vision, generative models, or reliable AI.
• Ability to work independently and communicate clearly.

How to apply

Please feel free to apply directly through the UNC Charlotte Graduate School application portal. In your statement of purpose (SOP), mention your interest in working with me. Feel free to send me a brief message at hle40@charlotte.edu with your name and program so I know to look for it.

For direct inquiries, email hle40@charlotte.edu with:

• CV
• Transcripts
• Statement of purpose
• Publication list, if available

Use subject line [PhDApplicant-YourName]. Short, specific emails are preferred.