Mengjia Xu

According to our database, Mengjia Xu authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Hierarchical contrastive learning and color standardization for single image sand-dust removal.

Yazhong Si, Mengjia Xu, Fan Yang

Pattern Anal. Appl., March, 2024

DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs.

Mengjia Xu, Apoorva Vikram Singh, George Em Karniadakis

IEEE Trans. Neural Networks Learn. Syst., January, 2024

TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers.

Alan John Varghese, Aniruddha Bora, Mengjia Xu, George Em Karniadakis

Neural Networks, 2024

Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learning.

Luca Candelori, Alexander G. Abanov, Jeffrey Berger, Cameron J. Hogan, Vahagn Kirakosyan, Kharen Musaelian, Ryan Samson, James E. T. Smith, Dario Villani, Martin T. Wells, Mengjia Xu

CoRR, 2024

2023

Norm-based Generalization Bounds for Compositionally Sparse Neural Networks.

Tomer Galanti, Mengjia Xu, Liane Galanti, Tomaso A. Poggio

CoRR, 2023

Norm-based Generalization Bounds for Sparse Neural Networks.

Tomer Galanti, Mengjia Xu, Liane Galanti, Tomaso A. Poggio

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Scalable algorithms for physics-informed neural and graph networks.

Khemraj Shukla, Mengjia Xu, Nathaniel Trask, George Em Karniadakis

CoRR, 2022

2021

A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression With MEG Brain Networks.

Mengjia Xu, David López-Sanz, Pilar Garcés, Fernando Maestú, Quanzheng Li, Dimitrios Pantazis

IEEE Trans. Biomed. Eng., 2021

Understanding Graph Embedding Methods and Their Applications.

Mengjia Xu

SIAM Rev., 2021

AOSLO-net: A deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscope images.

Qian Zhang, Konstantina Sampani, Mengjia Xu, Shengze Cai, Yixiang Deng, He Li, Jennifer K. Sun, George Em Karniadakis

CoRR, 2021

2020

Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease.

Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li

IEEE J. Biomed. Health Informatics, 2020

A new Graph Gaussian embedding method for analyzing the effects of cognitive training.

Mengjia Xu, Zhijiang Wang, Haifeng Zhang, Dimitrios Pantazis, Huali Wang, Quanzheng Li

PLoS Comput. Biol., 2020

Multi-label Detection and Classification of Red Blood Cells in Microscopic Images.

Wei Qiu, Jiaming Guo, Xiang Li, Mengjia Xu, Mo Zhang, Ning Guo, Quanzheng Li

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

NPP-Based Evaluation of Ecological Assets in China's Ecological Conservation Redline Area.

Mengjia Xu, Yan Wang, Changxin Zou, Dong Liu

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Present Vertical Crustal Movement in North Segment Of North-South Tectonic Belt Derived From GNSS.

Jing Wang, Mengjia Xu, Heqing Ma, Shiyang Liu, Xinyan Li

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

RBC Semantic Segmentation for Sickle Cell Disease Based on Deformable U-Net.

Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Dynamic Changes of the Alpine Wetlands in Tibet, China.

Dong Liu, Mengjia Xu

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

A deep convolutional neural network for classification of red blood cells in sickle cell anemia.

Mengjia Xu, Dimitrios P. Papageorgiou, Sabia Z. Abidi, Ming Dao, Hong Zhao, George E. Karniadakis

PLoS Comput. Biol., 2017

Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net.

Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li

CoRR, 2017

2016

Modified generalized sample entropy and surrogate data analysis for stock markets.

Mengjia Xu, Pengjian Shang, Jingjing Huang

Commun. Nonlinear Sci. Numer. Simul., 2016

2015

Traffic signals analysis using <i>qSDiff</i> and <i>qHDiff</i> with surrogate data.

Mengjia Xu, Pengjian Shang, Jianan Xia

Commun. Nonlinear Sci. Numer. Simul., 2015