Publications

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2025

  • A-Gamba: An Adaptive Graph-Mamba Model for Traffic Prediction in Wireless Cellular Networks

Ali Mehrabian and Vincent W.S. Wong

IEEE Wireless Communications Letters, vol. 14, no. 6, Jun. 2025

Paper

  • Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction

Ali Mehrabian, Ehsan Hoseinzade, Mahdi Mazloum, and Xiaohong Chen

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, Apr. 2025

Paper | GitHub

  • Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks

Ali Mehrabian, Parsa Mojarad Adi, Moein Heidari, Ilker Hacihaliloglu

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, Apr. 2025

Paper | GitHub

2024

  • Fourier-based Learnable Activations for Implicit Signal Representations

Parsa Mojarad Adi, Ali Mehrabian

Neural Information Processing Systems (NeurIPS) Workshop on Machine Learning and Compression, Vancouver, Canada, Dec. 2024

Paper

  • Joint Spectrum, Precoding, and Phase Shifts Design for RIS-aided Multiuser MIMO THz Systems

Ali Mehrabian and Vincent W.S. Wong

IEEE Transactions on Communications (TCOM), vol. 72, no. 8, pp. 5087–5101, Aug. 2024

Paper | GitHub

  • Adaptive Bandwidth Allocation in Multiuser MIMO THz Systems with Graph-Transformer Networks

Ali Mehrabian and Vincent W.S. Wong

IEEE International Conference on Communications (ICC), Denver, CO, Jun. 2024

Paper

2023

  • A Dynamic Bernstein Graph Recurrent Network for Wireless Cellular Traffic Prediction

Ali Mehrabian, Shahab Bahrami, and Vincent W.S. Wong

IEEE International Conference on Communications (ICC), Rome, Italy, May 2023

Paper