Research output per year
Research output per year
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Dive into the research topics where Mengjia Xu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Fully Hyperbolic Neural Networks: A Novel Approach to Studying Aging Trajectories
Ramirez, H., Tabarelli, D., Brancaccio, A., Belardinelli, P., Marsh, E. B., Funke, M., Mosher, J. C., Maestu, F., Xu, M. & Pantazis, D., 2025, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics.Research output: Contribution to journal › Article › peer-review
Open Access -
Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learning
Candelori, L., Abanov, A. G., Berger, J., Hogan, C. J., Kirakosyan, V., Musaelian, K., Samson, R., Smith, J. E. T., Villani, D., Wells, M. T. & Xu, M., Dec 2025, In: Scientific reports. 15, 1, 6933.Research output: Contribution to journal › Article › peer-review
Open Access -
A framework of computer vision-enhanced microfluidic approach for automated assessment of the transient sickling kinetics in sickle red blood cells
Qiang, Y., Xu, M., Pochron, M. P., Jupelli, M. & Dao, M., 2024, In: Frontiers in Physics. 12, 1331047.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs
Xu, M., Singh, A. V. & Karniadakis, G. E., Jan 1 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 1, p. 985-998 14 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Hyperbolic Graph Embedding of MEG Brain Networks to Study Brain Alterations in Individuals With Subjective Cognitive Decline
Baker, C., Suarez-Mendez, I., Smith, G., Marsh, E. B., Funke, M., Mosher, J. C., Maestu, F., Xu, M. & Pantazis, D., 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 12, p. 7357-7368 12 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations
Press/Media
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Quantum Statistical Approach Quiets Big, Noisy Data
4/4/25
1 item of Media coverage
Press/Media: Press / Media
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PANEL REMINDS US THAT ARTIFICIAL INTELLIGENCE CAN ONLY GUESS, NOT REASON FOR ITSELF
10/22/24
1 item of Media coverage
Press/Media: Press / Media
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HOT TOPICS OF GENERATIVE AI ARE THE FOCUS OF 2023 DATA SCIENCE SUMMIT
Roshan, U., Du, M., Bader, D. & Xu, M.
11/9/23
1 item of Media coverage
Press/Media: Press / Media
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Northeastern University Reports Findings in Chemicals and Chemistry (Heteroatom Introduction To Reconstruct Interfacial Chemical Structures for High-reliability Cfrtp/a6061-t6 Hybrid Structures)
8/1/23
1 item of Media coverage
Press/Media: Press / Media