Nima Dehmamy

发表

Arbitrary degree distribution and high clustering from a local geometric network growth model

Navid Dianati, Nima Dehmamy, 2015 .

Finding Patient Zero: Learning Contagion Source with Graph Neural Networks pdf

Alessandro Vespignani, Rose Yu, Nicola Perra, 2020, ArXiv.

A Universal Phase in minimal 3D embedding of Networks

Albert-László Barabási, Nima Dehmamy, Soodabeh Milanloui, 2017 .

Direct Estimation of Weights and Efficient Training of Deep Neural Networks without SGD

Aggelos K. Katsaggelos, Nima Dehmamy, Neda Rohani, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Deriving optimal weights in deep neural networks

Aggelos K. Katsaggelos, Nima Dehmamy, Neda Rohani, 2017 .

3D Topology Transformation with Generative Adversarial Networks pdf

Nima Dehmamy, Luca Stornaiuolo, Albert-L'aszl'o Barab'asi, 2020, ICCC.

Convergence of Deep Neural Networks to a Hierarchical Covariance Matrix Decomposition pdf

Aggelos K. Katsaggelos, Nima Dehmamy, Neda Rohani, 2017, ArXiv.

Separation of time scales and direct computation of weights in deep neural networks

Nima Dehmamy, Neda Rohani, Aggelos Katsaggelos, 2017 .

Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology pdf

Rose Yu, Nima Dehmamy, Albert-László Barabási, 2019, NeurIPS.

Structural Transition in Physical Networks

Albert-László Barabási, Nima Dehmamy, Soodabeh Milanlouei, 2018, Nature.

Topology of tangledness of network embeddings

Albert-László Barabási, Yanchen Liu, Nima Dehmamy, 2019 .

Hierarchical abstraction of information in Deep Neural Networks

Aggelos K. Katsaggelos, Nima Dehmamy, Neda Rohani, 2017 .

First principles and effective theory approaches to dynamics of complex networks

Nima Dehmamy, 2016 .

Automatic Symmetry Discovery with Lie Algebra Convolutional Network pdf

Nima Dehmamy, Dashun Wang, Robin Walters, 2021, NeurIPS.

A Systemic Stress Test Model in Bank-Asset Networks

Sergey V. Buldyrev, Nima Dehmamy, Shlomo Havlin, 2014 .