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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 Access2 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 Access2 Scopus citations -
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers
Varghese, A. J., Bora, A., Xu, M. & Karniadakis, G. E., Apr 2024, In: Neural Networks. 172, 106086.Research output: Contribution to journal › Article › peer-review
Open Access -
Dynamics in Deep Classifiers Trained with the Square Loss: Normalization, Low Rank, Neural Collapse, and Generalization Bounds
Xu, M., Rangamani, A., Liao, Q., Galanti, T. & Poggio, T., 2023, In: Research. 6, 0024.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Norm-based Generalization Bounds for Sparse Neural Networks
Galanti, T., Galanti, L., Xu, M. & Poggio, T., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
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
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Brown University Researchers Provide Details of New Studies and Findings in the Area of Machine Learning (Scalable algorithms for physics-informed neural and graph networks)
3/28/23
1 item of Media coverage
Press/Media: Press / Media