Xin Ma

Department of Computer Science and EngineeringUniversity of Texas at Arlington


222C SEIR,

Arlington, TX 76019 AT

I’m a Ph.D. candidate in the Department of Computer Science and Engineering at UT Arlington, advised by Won Hwa Kim. Before I came to UT Arlington, I graduated from University at Buffalo, SUNY (UB) with a Master's degree majoring in computer science and Beijing University of Posts and Communications (BUPT) with a Bachelor's degree majoring in electronic engineering.

During the past several years, I have been trained as a professional researcher in many deep learning-related projects, including mobile computing, medical imaging analysis, graph neural networks, deep clustering, and supervised/unsupervised semantic segmentation. Besides, I also have experience in self-supervised learning, model quantization, vision-language modeling, and object detection during internships. I have professional skills in doing research and expert coding skills to implement prototypes.

Research Interests:
My research interests lie in Natural Language Processing (natural language grounding), Computer Vision (image segmentation, object detection, vision-language models, visual navigation and robotics, 3D vision), and Deep Learning (deep clustering, multimodal machine learning, self-supervised learning).

Publications [Google Scholar]