Publications (Google Scholar)

On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
M. Khajehnejad^∗, F. Habibollahi^∗, A. Loeffler, B. J. Kagan, A. Razi
37th Conference on Neural Information Processing Systems (NeurIPS 2023: InfoCog, GenBio, RealML, and NeurReps (Oral Talk))

Biological Neurons vs Deep Reinforcement Learning: Sample efficiency in a simulated game-world
M. Khajehnejad^∗, F. Habibollahi^∗, A. Gaurav, B. J. Kagan
36th Conference on Neural Information Processing Systems (DeepRL, MemARI ,and LMRL Workshops, NeurIPS 2022)

Neural Network Poisson Models for Behavioural and Neural Spike Train Data
M. Khajehnejad^∗, F. Habibollahi^∗, R. Nock, E. Arabzadeh, P. Dayan, A. Dezfouli
In Proc. of the 39th International Conference on Machine Learning (Spotlight paper at ICML 2022)

In Vitro Neurons Learn and Exhibit Sentience When Embodied In a Simulated Game-world
B. J. Kagan, A. C. Kitchen, N. T. Tran, F. Habibollahi, M. Khajehnejad, B. J. Parker, A. Bhat, B. Rollo, A. Razi, K. J. Friston
Neuron (2022)

Hunting for Dual-target Set on a Class of Hierarchical Networks
M. Khajehnejad, F. Habibollahi
International Conference on Network Science. Springer, Cham, 2022

CrossWalk: Fairness-enhanced Node Representation Learning
A. Khajehnejad, M. Khajehnejad, M. Babaei, K. Gummadi, A. Weller, B. Mirzasoleiman
In Proc. of the AAAI Conference on Artificial Intelligence 2022, (AAAI-22)

Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks
M. Khajehnejad^∗, A.A. Rezaei^∗, M. Babaei, J. Hoffmann, M. Jalili, A. Weller
In Proc. of the 29th International Joint Conference on Artificial Intelligence (IJCAI'20), 2020

Optimal Decision Making Under Strategic Behavior
M. Khajehnejad^∗, B. Tabibian^∗, S. Tsirtsis^∗, A. Singla, B. Scholkopf, M. Gomez- Rodriguez
ArXiv 1905.09239

SimNet: Similarity-based network embeddings with mean commute time
M. Khajehnejad
PLoS ONE

Efficiency of long-range navigation on Treelike fractals
M. Khajehnejad
Chaos, Solitons & Fractals - Elsevier

Alzheimer's disease early diagnosis using manifold-based semi-supervised learning
M. Khajehnejad, F. Habibollahi Saatlou, H. Mohammadzade
Brain sciences

Navigation by anomalous random walks on complex networks
T. Weng, J. Zhang, M. Khajehnejad, M. Small, R. Zheng, P. Hui
Nature, Scientific reports