Publications

Journal Papers

  1. N. Naderializadeh, J. Sydir, M. Simsek, and H. Nikopour, “Resource management in wireless networks via multi-agent deep reinforcement learning,” submitted to IEEE Transactions on Wireless Communications, January 2020.
  2. P. Dong, H. Zhang, G. Y. Li, I. S. Gaspar, and N. Naderializadeh, “Deep CNN based channel estimation for mmWave massive MIMO systems,” IEEE Journal of Selected Topics in Signal Processing, September 2019.
  3. N. Naderializadeh, M. A. Maddah-Ali, and A. S. Avestimehr, “Cache-aided interference management in wireless cellular networks,” IEEE Transactions on Communications, May 2019.
  4. H. Yang, N. Naderializadeh, A. S. Avestimehr, and J. Lee, “Topological interference management with reconfigurable antennas,” IEEE Transactions on Communications, November 2017.
  5. N. Naderializadeh, A. El Gamal, and A. S. Avestimehr, “Fundamental limits of non-coherent interference alignment via matroid theory,” IEEE Transactions on Information Theory, October 2017.
  6. N. Naderializadeh, M. A. Maddah-Ali, and A. S. Avestimehr, “Fundamental limits of cache-aided interference management,” IEEE Transactions on Information Theory, May 2017.
  7. C. Geng, N. Naderializadeh, A. S. Avestimehr, and S. Jafar, “On the optimality of treating interference as noise,” IEEE Transactions on Information Theory, April 2015.
  8. N. Naderializadeh and A. S. Avestimehr, “Interference networks with no CSIT: Impact of topology,” IEEE Transactions on Information Theory, February 2015.
  9. N. Naderializadeh and A. S. Avestimehr, “ITLinQ: A new approach for spectrum sharing in device-to-device communication systems,” IEEE JSAC Special Issue on 5G Wireless Communication Systems, June 2014.

Conference Papers

  1. N. Naderializadeh, M. Eisen, and A. Ribeiro, “Wireless power control via counterfactual optimization of graph neural networks,” submitted to IEEE SPAWC 2020 (invited paper).
  2. N. Naderializadeh, J. Sydir, M. Simsek, and H. Nikopour, “Resource management in wireless networks via multi-agent deep reinforcement learning,” submitted to IEEE SPAWC 2020.
  3. N. Naderializadeh, “On the Communication Latency of Wireless Decentralized Learning,” submitted to IEEE ISIT 2020.
  4. N. Naderializadeh and S. M. Asghari, “Learning to code: Coded caching via deep reinforcement learning,” Asilomar 2019.
  5. N. Naderializadeh and M. Hashemi, “Energy-aware multi-server mobile edge computing: A deep reinforcement learning approach,” Asilomar 2019.
  6. V. Narasimha Swamy, N. Naderializadeh, V. Nallampatti Ekambaram, S. Talwar, and A. Sahai, “Monitoring under-modeled rare events for URLLC,” IEEE SPAWC 2019 (invited paper).
  7. P. Dong, H. Zhang, G. Y. Li, N. Naderializadeh, and I. S. Gaspar, “Deep CNN for wideband mmWave massive MIMO channel estimation using frequency correlation,” IEEE ICASSP 2019.
  8. O. Orhan, H. Nikopour, J. Nam, N. Naderializadeh, and S. Talwar, “A power efficient fully digital beamforming architecture for mmWave communications,” IEEE VTC Spring 2019.
  9. N. Naderializadeh, H. Nikopour, O. Orhan, and S. Talwar, “Feedback-based interference management in ultra-dense networks via parallel dynamic cell selection and link scheduling,” IEEE ICC 2018.
  10. N. Naderializadeh, O. Orhan, H. Nikopour, and S. Talwar, “Ultra-dense networks in 5G: Interference management via non-orthogonal multiple access and treating interference as noise,” IEEE VTC Fall 2017.
  11. N. Naderializadeh, M. A. Maddah-Ali, and A. S. Avestimehr, “On the optimality of separation between caching and delivery in general cache networks,” IEEE ISIT 2017.
  12. N. Naderializadeh, M. A. Maddah-Ali, and A. S. Avestimehr, “Cache-aided interference management in wireless cellular networks,” IEEE ICC 2017.
  13. N. Naderializadeh, M. A. Maddah-Ali, and A. S. Avestimehr, “Fundamental limits of cache-aided interference management,” IEEE ISIT 2016.
  14. H. Yang, N. Naderializadeh, A. S. Avestimehr, and J. Lee, “Topological interference management with reconfigurable antennas,” IEEE ISIT 2016.
  15. A. El Gamal, N. Naderializadeh, and A. S. Avestimehr, “When does an ensemble of matrices with randomly scaled rows lose rank?,” IEEE ISIT 2015.
  16. N. Naderializadeh, A. El Gamal, and A. S. Avestimehr, “Topological interference management with just retransmission: What are the “best” topologies?,” IEEE ICC 2015.
  17. N. Naderializadeh, D. Kao, and A. S. Avestimehr, “How to utilize caching to improve spectral efficiency in device-to-device wireless networks,” Allerton 2014 (invited paper).
  18. N. Naderializadeh and A. S. Avestimehr, “ITLinQ: A new approach for spectrum sharing in device-to-device communication systems,” IEEE ISIT 2014.
  19. N. Naderializadeh and A. S. Avestimehr, “ITLinQ: A new approach for spectrum sharing,” IEEE DySPAN 2014.
  20. C. Geng, N. Naderializadeh, A. S. Avestimehr, and S. Jafar, “On the optimality of treating interference as noise,” Allerton 2013.
  21. N. Naderializadeh and A. S. Avestimehr, “Impact of topology on interference networks with no CSIT,” IEEE ISIT 2013.
  22. O. Javidbakht, N. Naderializadeh, and S. M. Razavizadeh, “Dynamic relay selection and resource allocation in cooperative networks based on OFDM,” European Wireless 2011.

Theses