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Nima Dehmamy
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Cited by
Year
Understanding the representation power of graph neural networks in learning graph topology
N Dehmamy, AL Barabási, R Yu
Advances in Neural Information Processing Systems 32, 2019
882019
On the universality of inner black hole mechanics and higher curvature gravity
A Castro, N Dehmami, G Giribet, D Kastor
Journal of High Energy Physics 2013 (7), 1-26, 2013
772013
A structural transition in physical networks
N Dehmamy, S Milanlouei, AL Barabási
Nature 563 (7733), 676-680, 2018
402018
Systemic stress test model for shared portfolio networks
I Vodenska, N Dehmamy, AP Becker, SV Buldyrev, S Havlin
Scientific reports 11 (1), 1-12, 2021
31*2021
Understanding the onset of hot streaks across artistic, cultural, and scientific careers
L Liu, N Dehmamy, J Chown, CL Giles, D Wang
Nature communications 12 (1), 1-10, 2021
142021
Finding patient zero: Learning contagion source with graph neural networks
C Shah, N Dehmamy, N Perra, M Chinazzi, AL Barabási, A Vespignani, ...
arXiv preprint arXiv:2006.11913, 2020
142020
Isotopy and energy of physical networks
Y Liu, N Dehmamy, AL Barabási
Nature Physics 17 (2), 216-222, 2021
102021
Automatic Symmetry Discovery with Lie Algebra Convolutional Network
N Dehmamy, R Walters, Y Liu, D Wang, R Yu
Advances in Neural Information Processing Systems 34, 2503-2515, 2021
82021
Direct estimation of weights and efficient training of deep neural networks without sgd
N Dehmamy, N Rohani, AK Katsaggelos
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
4*2019
Vox2Net: From 3D Shapes to Network Sculptures
N Dehmamy, L Stornaiuolo, M Martino
Workshop on AI in Creativity and Design, NeurIPS 2018, 2018
22018
Lie Algebra Convolutional Neural Networks with Automatic Symmetry Extraction
N Dehmamy, Y Liu, R Walters, R Yu
12020
3D topology transformation with generative adversarial networks
L Stornaiuolo, N Dehmamy, AL Barabási, M Martino
arXiv preprint arXiv:2007.03532, 2020
12020
Modelling Axon Growth Using Driven Diffusion
N Dehmamy, Y Liu
Bulletin of the American Physical Society, 2019
12019
Topology of tangledness of network embeddings
Y Liu, N Dehmamy, AL Barabasi
APS March Meeting Abstracts 2019, B56. 010, 2019
12019
Convergence of Deep Neural Networks to a Hierarchical Covariance Matrix Decomposition
N Dehmamy, N Rohani, A Katsaggelos
Computing Research Repository 1703, 2017
12017
First Principles and Effective Theory Approaches to Dynamics of Complex Networks
N Dehmamy
Boston University, 2016
12016
Arbitrary degree distribution and high clustering in networks of locally interacting agents
N Dianati, N Dehmamy
arXiv preprint arXiv:1501.03543, 2015
12015
Faster Optimization on Sparse Graphs via Neural Reparametrization
N Dehmamy, C Both, J Long, R Yu
arXiv preprint arXiv:2205.13624, 2022
2022
Symmetry Teleportation for Accelerated Optimization
B Zhao, N Dehmamy, R Walters, R Yu
arXiv preprint arXiv:2205.10637, 2022
2022
Accelerating Optimization using Neural Reparametrization
N Dehmamy, C Both, J Long, R Yu
2021
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