M. Soleymani

Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds

Shohreh Kasaei, Zeinab Golgooni, Mahdieh Soleymani, 2020, NeurIPS.

Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks

Hamid Aghajan, Mahdieh Soleymani, Hosein Hasani, 2019, NeurIPS.

Generative vs. Discriminative: Rethinking The Meta-Continual Learning

M. Soleymani, Mohammadamin Banayeeanzade, Hosein Hasani, 2021, NeurIPS.

Near linear-time community detection in networks with hardly detectable community structure

Aria Rezaei, Mahdieh Soleymani, Saeed Mahlouji Far, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Controlled Label Propagation: Preventing Over-Propagation through Gradual Expansion pdf

Aria Rezaei, Mahdieh Soleymani, Saeed Mahlouji Far, 2015, ArXiv.

PFP-WGAN: Protein function prediction by discovering Gene Ontology term correlations with generative adversarial networks

M. Mofrad, H. Rabiee, M. Soleymani, 2021, PloS one.