Mengjia Xu
Scholar

Mengjia Xu

Google Scholar ID: Ok1giekAAAAJ
Assistant Professor, NJIT; CBMM, MIT; Applied Math, Brown University
Machine LearningGraph Machine LearningLLMsManifold LearningBrain fMRI/MEG
Citations & Impact
All-time
Citations
996
 
H-index
14
 
i10-index
18
 
Publications
20
 
Co-authors
25
list available
Resume (English only)
Academic Achievements
  • Publications:
  • - 'Brain Age Prediction with MEG Brain Networks' accepted by IEEE JHBI
  • - 'A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers' available on arXiv
  • - Ashish Pandey successfully defended his Master's Thesis
Research Experience
  • Active projects: A comparative study on dynamic graph embedding based on Mamba and Transformers; Fully Hyperbolic Neural Networks for studying aging trajectories.
Background
  • An interdisciplinary lab that combines innovation and precision, focusing on AI and data science. Research areas include geometry-aware deep learning, state-space models, and generative models, applied to neuroscience, healthcare, and earth system modeling.
Miscellany
  • Contact: Phone 973-642-7036; Address: GITC 2116, University Heights, Newark, NJ 07102, USA; Ying Wu College of Computing, NJIT