Mengjia Xu

1. Understanding graph embedding methods and their applications
   2020/12/15 by Mengjia Xu, Xu, Mengjia · 8 citations
   Computer Science · Physics and Astronomy · Neuroscience · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Functional Brain Connectivity Studies
2. TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers
   2023/07/05 by Alan John Varghese, Varghese, Alan John, Aniruddha Bora +5 · 3 citations
   Computer Science · Physics and Astronomy · Psychology · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mental Health Research Topics
3. Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learning
   2024/09/19 by Luca Candelori, Alexander G. Abanov, Candelori, Luca +19 · 5 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
4. A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression with MEG Brain Networks
   2020/05/08 by Mengjia Xu, David López Sanz, Xu, Mengjia +9 · 1 citation
   Environmental Science · Neuroscience · Psychology · #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mental Health Research Topics #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering
5. AOSLO-net: A deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscope images
   2021/06/05 by Qian Zhang, Konstantina Sampani, Zhang, Qian +13 · 1 citation
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Glaucoma and retinal disorders #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Retinal Diseases and Treatments #Retinal Imaging and Analysis #electronic engineering #information engineering
6. DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs
   2021/09/28 by Mengjia Xu, Xu, Mengjia, Apoorva Singh +3 · 1 citation
   Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
7. A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers
   2024/12/15 by Alan John Varghese, Pandey, Ashish Parmanand, S J Patil +4 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
8. Multilevel Graph Wavelet Compressed Sensing with Scale-Aware Neural Recovery
   2026/07/23 by Amirhossein Nouranizadeh, Sarang Rajendra Patil, Alan John Varghese +3
   #cs.LG #cs.AI