default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMengjia Xu
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2026
[j14]Suqiang Ma, Subhadeep Sengupta
, Yao Lee, Beikang Gu, Xianyan Chen, Xianqiao Wang, Yang Liu, Mengjia Xu, Galit H. Frydman, He Li:
Automatic classification of circulating blood cell clusters based on multi-channel flow cytometry imaging. Eng. Appl. Artif. Intell. 165: 113401 (2026)- 2025
- [j13]Lin Song, Xingwei Wu, Mengjia Xu, Ling Xue, Xun Yu, Zongqi Cheng, Chenrong Huang, Liyan Miao:
Development of an ensemble prediction model for acute graft-versus-host disease in allogeneic transplantation based on machine learning. BMC Medical Informatics Decis. Mak. 25(1): 234 (2025) - [j12]Hugo Ramirez, Davide Tabarelli, Arianna Brancaccio, Paolo Belardinelli, Elisabeth B. Marsh, Michael Funke, John C. Mosher, Fernando Maestú, Mengjia Xu, Dimitrios Pantazis:
Fully Hyperbolic Neural Networks: A Novel Approach to Studying Aging Trajectories. IEEE J. Biomed. Health Informatics 29(6): 4463-4473 (2025) - [i19]Sarang Patil, Ashish Parmanand Pandey, Ioannis Koutis, Mengjia Xu:
Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings. CoRR abs/2505.18973 (2025) - [i18]Giuseppe Di Caro, Vahagn Kirakosyan, Alexander G. Abanov, Luca Candelori, Nadine Hartmann, Ernest T. Lam, Kharen Musaelian, Ryan Samson, Dario Villani, Martin T. Wells, Richard J. Wenstrup, Mengjia Xu:
Quantum Cognition Machine Learning for Forecasting Chromosomal Instability. CoRR abs/2506.03199 (2025) - [i17]Alexander G. Abanov, Luca Candelori, Harold C. Steinacker, Martin T. Wells, Jerome R. Busemeyer, Cameron J. Hogan, Vahagn Kirakosyan, Nicola Marzari, Sunil Pinnamaneni, Dario Villani, Mengjia Xu, Kharen Musaelian:
Quantum Geometry of Data. CoRR abs/2507.21135 (2025) - [i16]Yiran Huang, Amirhossein Nouranizadeh, Christine Ahrends, Mengjia Xu:
BrainATCL: Adaptive Temporal Brain Connectivity Learning for Functional Link Prediction and Age Estimation. CoRR abs/2508.07106 (2025) - [i15]Sarang Patil, Zeyong Zhang, Yiran Huang, Tengfei Ma, Mengjia Xu:
Hyperbolic Large Language Models. CoRR abs/2509.05757 (2025) - [i14]Suqiang Ma, Subhadeep Sengupta, Yao Lee, Beikang Gu, Xianyan Chen, Xianqiao Wang, Yang Liu, Mengjia Xu, Galit H. Frydman, He Li:
Automatic Classification of Circulating Blood Cell Clusters based on Multi-channel Flow Cytometry Imaging. CoRR abs/2510.17716 (2025) - [i13]Jitesh Chavan, Rohit Lal, Anand Kamat, Mengjia Xu:
Arcee: Differentiable Recurrent State Chain for Generative Vision Modeling with Mamba SSMs. CoRR abs/2511.11243 (2025) - [i12]Shreyas Shende, Varsha Narayanan, Vishal Fenn, Yiran Huang, Dincer Goksuluk, Gaurav Choudhary, Melih Agraz, Mengjia Xu:
RGE-GCN: Recursive Gene Elimination with Graph Convolutional Networks for RNA-seq based Early Cancer Detection. CoRR abs/2512.04333 (2025) - 2024
- [j11]Alan John Varghese, Aniruddha Bora, Mengjia Xu, George Em Karniadakis:
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers. Neural Networks 172: 106086 (2024) - [j10]Yazhong Si, Mengjia Xu, Fan Yang:
Hierarchical contrastive learning and color standardization for single image sand-dust removal. Pattern Anal. Appl. 27(1): 5 (2024) - [j9]Cole Baker, Isabel Suárez-Méndez, Grace Smith, Elisabeth B. Marsh, Michael Funke, John C. Mosher, Fernando Maestú, Mengjia Xu, Dimitrios Pantazis:
Hyperbolic Graph Embedding of MEG Brain Networks to Study Brain Alterations in Individuals With Subjective Cognitive Decline. IEEE J. Biomed. Health Informatics 28(12): 7357-7368 (2024) - [j8]Mengjia Xu, Apoorva Vikram Singh, George Em Karniadakis:
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs. IEEE Trans. Neural Networks Learn. Syst. 35(1): 985-998 (2024) - [i11]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:
Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learning. CoRR abs/2409.12805 (2024) - [i10]Ashish Parmanand Pandey, Alan John Varghese, Sarang Patil, Mengjia Xu:
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers. CoRR abs/2412.11293 (2024) - 2023
- [c6]Tomer Galanti, Mengjia Xu, Liane Galanti, Tomaso A. Poggio:
Norm-based Generalization Bounds for Sparse Neural Networks. NeurIPS 2023 - [i9]Tomer Galanti, Mengjia Xu, Liane Galanti, Tomaso A. Poggio:
Norm-based Generalization Bounds for Compositionally Sparse Neural Networks. CoRR abs/2301.12033 (2023) - [i8]Alan John Varghese, Aniruddha Bora, Mengjia Xu, George Em Karniadakis:
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers. CoRR abs/2307.02588 (2023) - 2022
- [i7]Khemraj Shukla, Mengjia Xu, Nathaniel Trask, George Em Karniadakis:
Scalable algorithms for physics-informed neural and graph networks. CoRR abs/2205.08332 (2022) - 2021
- [j7]Mengjia Xu:
Understanding Graph Embedding Methods and Their Applications. SIAM Rev. 63(4): 825-853 (2021) - [j6]Mengjia Xu, David López-Sanz, Pilar Garcés, Fernando Maestú, Quanzheng Li, Dimitrios Pantazis:
A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression With MEG Brain Networks. IEEE Trans. Biomed. Eng. 68(5): 1579-1588 (2021) - [i6]Qian Zhang, Konstantina Sampani, Mengjia Xu, Shengze Cai, Yixiang Deng, He Li, Jennifer K. Sun, George Em Karniadakis:
AOSLO-net: A deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscope images. CoRR abs/2106.02800 (2021) - [i5]Mengjia Xu, Apoorva Vikram Singh, George Em Karniadakis:
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs. CoRR abs/2109.13441 (2021) - 2020
- [j5]Mengjia Xu, Zhijiang Wang, Haifeng Zhang, Dimitrios Pantazis, Huali Wang, Quanzheng Li:
A new Graph Gaussian embedding method for analyzing the effects of cognitive training. PLoS Comput. Biol. 16(9) (2020) - [j4]Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li:
Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease. IEEE J. Biomed. Health Informatics 24(11): 3095-3102 (2020) - [c5]Wei Qiu, Jiaming Guo, Xiang Li, Mengjia Xu, Mo Zhang, Ning Guo, Quanzheng Li:
Multi-label Detection and Classification of Red Blood Cells in Microscopic Images. IEEE BigData 2020: 4257-4263 - [i4]Mengjia Xu, David López-Sanz, Pilar Garcés, Fernando Maestú, Quanzheng Li, Dimitrios Pantazis:
A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression with MEG Brain Networks. CoRR abs/2005.05784 (2020) - [i3]Mengjia Xu:
Understanding graph embedding methods and their applications. CoRR abs/2012.08019 (2020)
2010 – 2019
- 2019
- [c4]Mengjia Xu, Yan Wang, Changxin Zou, Dong Liu:
NPP-Based Evaluation of Ecological Assets in China's Ecological Conservation Redline Area. IGARSS 2019: 4399-4402 - [c3]Jing Wang, Mengjia Xu, Heqing Ma, Shiyang Liu, Xinyan Li:
Present Vertical Crustal Movement in North Segment Of North-South Tectonic Belt Derived From GNSS. IGARSS 2019: 6827-6830 - [i2]Wei Qiu, Jiaming Guo, Xiang Li, Mengjia Xu, Mo Zhang, Ning Guo, Quanzheng Li:
Multi-label Detection and Classification of Red Blood Cells in Microscopic Images. CoRR abs/1910.02672 (2019) - 2018
- [c2]Dong Liu, Mengjia Xu:
Dynamic Changes of the Alpine Wetlands in Tibet, China. IGARSS 2018: 9229-9232 - [c1]Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li:
RBC Semantic Segmentation for Sickle Cell Disease Based on Deformable U-Net. MICCAI (4) 2018: 695-702 - 2017
- [j3]Mengjia Xu, Dimitrios P. Papageorgiou, Sabia Z. Abidi, Ming Dao, Hong Zhao, George E. Karniadakis:
A deep convolutional neural network for classification of red blood cells in sickle cell anemia. PLoS Comput. Biol. 13(10) (2017) - [i1]Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li:
Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net. CoRR abs/1710.08149 (2017) - 2016
- [j2]Mengjia Xu, Pengjian Shang, Jingjing Huang:
Modified generalized sample entropy and surrogate data analysis for stock markets. Commun. Nonlinear Sci. Numer. Simul. 35: 17-24 (2016) - 2015
- [j1]Mengjia Xu, Pengjian Shang, Jianan Xia:
Traffic signals analysis using qSDiff and qHDiff with surrogate data. Commun. Nonlinear Sci. Numer. Simul. 28(Issues): 98-108 (2015)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-02-05 00:07 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
