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Publications

Book Chapters

B1: Navid NaderiAlizadeh, Mohammad Ali Maddah-Ali, and A. Salman Avestimehr, “Edge Caching,” in Information Theoretic Perspectives on 5G Systems and Beyond, Cambridge University Press, Jul. 2022.

Preprints

P7: Yiğit Berkay Uslu, Roya Doostnejad, Alejandro Ribeiro, and Navid NaderiAlizadeh, “Learning to slice Wi-Fi networks: A state-augmented primal-dual approach,” May 2024.

P6: Xingran Chen, Navid NaderiAlizadeh, Alejandro Ribeiro, and Shirin Saeedi Bidokhti, “Decentralized learning strategies for estimation error minimization with graph neural networks,” Apr. 2024.

P5: Navid NaderiAlizadeh and Rohit Singh, “Aggregating residue-level protein language model embeddings with optimal transport,” Jan. 2024.

P4: Samar Hadou, Navid NaderiAlizadeh, and Alejandro Ribeiro, “Robust stochastically-descending unrolled networks,” Dec. 2023.

P3: Sourajit Das, Navid NaderiAlizadeh, and Alejandro Ribeiro, “Learning state-augmented policies for information routing in communication networks,” Oct. 2023.

P2: Juan Elenter, Navid NaderiAlizadeh, Tara Javidi, and Alejandro Ribeiro, “Primal-dual continual learning: stability and plasticity through Lagrange multipliers,” Oct. 2023.

P1: Samar Hadou, Navid NaderiAlizadeh, and Alejandro Ribeiro, “Stochastic unrolled federated learning,” May 2023.

Journal Papers

J11: Navid NaderiAlizadeh, Mark Eisen, and Alejandro Ribeiro, “Learning resilient radio resource management policies with graph neural networks,” IEEE Transactions on Signal Processing, vol. 71, pp. 995-1009, Mar. 2023.

J10: Navid NaderiAlizadeh, Mark Eisen, and Alejandro Ribeiro, “State-augmented learnable algorithms for resource management in wireless networks,” IEEE Transactions on Signal Processing, vol. 70, pp. 5898-5912, Dec. 2022.

J9: Navid NaderiAlizadeh, Jaroslaw Sydir, Meryem Simsek, and Hosein Nikopour, “Resource management in wireless networks via multi-agent deep reinforcement learning,” IEEE Transactions on Wireless Communications, vol. 20, no. 6, pp. 3507-3523, Jun. 2021.

J8: Peihao Dong, Hua Zhang, Geoffrey Ye Li, Ivan Simões Gaspar, and Navid NaderiAlizadeh, “Deep CNN based channel estimation for mmWave massive MIMO systems,” IEEE Journal of Selected Topics in Signal Processing, vol. 65, no. 5, pp. 989-1000, Sep. 2019.

J7: Navid NaderiAlizadeh, Mohammad Ali Maddah-Ali, and A. Salman Avestimehr, “Cache-aided interference management in wireless cellular networks,” IEEE Transactions on Communications, vol. 67, no. 5, pp. 3376-3387, May 2019.

J6: Heecheol Yang, Navid NaderiAlizadeh, A. Salman Avestimehr, and Jungwoo Lee, “Topological interference management with reconfigurable antennas,” IEEE Transactions on Communications, vol. 65, no. 11, pp. 4926-4939, Nov. 2017.

J5: Navid NaderiAlizadeh, Aly El Gamal, and A. Salman Avestimehr, “Fundamental limits of non-coherent interference alignment via matroid theory,” IEEE Transactions on Information Theory, vol. 63, no. 10, pp. 6573-6586, Oct. 2017.

J4: Navid NaderiAlizadeh, Mohammad Ali Maddah-Ali, and A. Salman Avestimehr, “Fundamental limits of cache-aided interference management,” IEEE Transactions on Information Theory, vol. 63, no. 5, pp. 3092-3107, May 2017.

J3: Chunhua Geng, Navid NaderiAlizadeh, A. Salman Avestimehr, and Syed A. Jafar, “On the optimality of treating interference as noise,” IEEE Transactions on Information Theory, vol. 61, no. 4, pp. 1753-1767, Apr. 2015.

J2: Navid NaderiAlizadeh and A. Salman Avestimehr, “Interference networks with no CSIT: Impact of topology,” IEEE Transactions on Information Theory, vol. 61, no. 2, pp. 917-938, Feb. 2015.

J1: Navid NaderiAlizadeh and A. Salman Avestimehr, “ITLinQ: A new approach for spectrum sharing in device-to-device communication systems,” IEEE Journal on Selected Areas in Communications, vol. 32, no. 6, pp. 1139-1151, Jun. 2014.

Conference Papers

C29: Sourajit Das, Navid NaderiAlizadeh, and Alejandro Ribeiro, “State-augmented information routing in communication systems With graph neural networks,” in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr. 2024.

C28: Juan Elenter, Navid NaderiAlizadeh, and Alejandro Ribeiro, “A Lagrangian duality approach to active learning,” in Proceedings of Advances in Neural Information Processing Systems (NeurIPS), Dec. 2022.

C27: Navid NaderiAlizadeh, Mark Eisen, and Alejandro Ribeiro, “Adaptive wireless power allocation with graph neural networks,” in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2022.

C26: Navid NaderiAlizadeh, Joseph F. Comer, Reed W. Andrews, Heiko Hoffmann, and Soheil Kolouri, “Pooling by sliced-Wasserstein embedding,” in Proceedings of Advances in Neural Information Processing Systems (NeurIPS), Dec. 2021.

C25: Chuan Sun, Navid NaderiAlizadeh, and Morteza Hashemi, “Optimizing the configuration of intelligent reflecting surfaces using deep learning,” in Proceedings of IEEE Global Communications Conference (GLOBECOM) Workshops, Dec. 2021.

C24: Navid NaderiAlizadeh, “Contrastive self-supervised learning for wireless power control,” in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Jun. 2021.

C23: Soheil Kolouri, Navid NaderiAlizadeh, Gustavo K. Rohde, and Heiko Hoffmann, “Wasserstein embedding for graph learning,” in Proceedings of the Ninth International Conference on Learning Representations (ICLR), May 2021.

C22: Navid NaderiAlizadeh, Mark Eisen, and Alejandro Ribeiro, “Wireless power control via counterfactual optimization of graph neural networks,” in Proceedings of IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), May 2020 (invited paper).

C21: Navid NaderiAlizadeh, Jaroslaw Sydir, Meryem Simsek, and Hosein Nikopour, “Resource management in wireless networks via multi-agent deep reinforcement learning,” in Proceedings of IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), May 2020.

C20: Joseph F. Comer, Reed W. Andrews, Navid NaderiAlizadeh, Soheil Kolouri, and Heiko Hoffmann, “SAR automatic target recognition with less labels,” in Proceedings of SPIE Automatic Target Recognition, Apr. 2020 (invited paper).

C19: Navid NaderiAlizadeh and Seyed Mohammad Asghari, “Learning to code: Coded caching via deep reinforcement learning,” in Proceedings of Asilomar Conference on Signals, Systems, and Computers, Nov. 2019.

C18: Navid NaderiAlizadeh and Morteza Hashemi, “Energy-aware multi-server mobile edge computing: A deep reinforcement learning approach,” in Proceedings of Asilomar Conference on Signals, Systems, and Computers, Nov. 2019.

C17: Vasuki Narasimha Swamy, Navid NaderiAlizadeh, Venkatesan Nallampatti Ekambaram, Shilpa Talwar, and Anant Sahai, “Monitoring under-modeled rare events for URLLC,” in Proceedings of IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Jul. 2019 (invited paper).

C16: Peihao Dong, Hua Zhang, Geoffrey Ye Li, Navid NaderiAlizadeh, and Ivan Simões Gaspar, “Deep CNN for wideband mmWave massive MIMO channel estimation using frequency correlation,” in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019.

C15: Oner Orhan, Hosein Nikopour, Junyoung Nam, Navid NaderiAlizadeh, and Shilpa Talwar, “A power efficient fully digital beamforming architecture for mmWave communications,” in Proceedings of IEEE 89th Vehicular Technology Conference (VTC), Apr. 2019.

C14: Navid NaderiAlizadeh, Hosein Nikopour, Oner Orhan, and Shilpa Talwar, “Feedback-based interference management in ultra-dense networks via parallel dynamic cell selection and link scheduling,” in Proceedings of IEEE International Conference on Communications (ICC), May 2018.

C13: Navid NaderiAlizadeh, Oner Orhan, Hosein Nikopour, and Shilpa Talwar, “Ultra-dense networks in 5G: Interference management via non-orthogonal multiple access and treating interference as noise,” in Proceedings of IEEE 86th Vehicular Technology Conference (VTC), Sep. 2017.

C12: Navid NaderiAlizadeh, Mohammad Ali Maddah-Ali, and A. Salman Avestimehr, “On the optimality of separation between caching and delivery in general cache networks,” in Proceedings of IEEE International Symposium on Information Theory (ISIT), Jun. 2017.

C11: Navid NaderiAlizadeh, Mohammad Ali Maddah-Ali, and A. Salman Avestimehr, “Cache-aided interference management in wireless cellular networks,” in Proceedings of IEEE International Conference on Communications (ICC), May 2017.

C10: Navid NaderiAlizadeh, Mohammad Ali Maddah-Ali, and A. Salman Avestimehr, “Fundamental limits of cache-aided interference management,” in Proceedings of IEEE International Symposium on Information Theory (ISIT), Jul. 2016.

C9: Heecheol Yang, Navid NaderiAlizadeh, A. Salman Avestimehr, and Jungwoo Lee, “Topological interference management with reconfigurable antennas,” in Proceedings of IEEE International Symposium on Information Theory (ISIT), Jul. 2016.

C8: Aly El Gamal, Navid NaderiAlizadeh, and A. Salman Avestimehr, “When does an ensemble of matrices with randomly scaled rows lose rank?,” in Proceedings of IEEE International Symposium on Information Theory (ISIT), Jun. 2015.

C7: Navid NaderiAlizadeh, Aly El Gamal, and A. Salman Avestimehr, “Topological interference management with just retransmission: What are the “best” topologies?,” in Proceedings of IEEE International Conference on Communications (ICC), Jun. 2015.

C6: Navid NaderiAlizadeh, David T.H. Kao, and A. Salman Avestimehr, “How to utilize caching to improve spectral efficiency in device-to-device wireless networks,” in Proceedings of 52nd Annual Allerton Conference on Communication, Control, and Computing, Oct. 2014 (invited paper).

C5: Navid NaderiAlizadeh and A. Salman Avestimehr, “ITLinQ: A new approach for spectrum sharing in device-to-device communication systems,” in Proceedings of IEEE International Symposium on Information Theory (ISIT), Jul. 2014.

C4: Navid NaderiAlizadeh and A. Salman Avestimehr, “ITLinQ: A new approach for spectrum sharing,” in Proceedings of IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), Apr. 2014.

C3: Chunhua Geng, Navid NaderiAlizadeh, A. Salman Avestimehr, and Syed A. Jafar, “On the optimality of treating interference as noise,” in Proceedings of 51st Annual Allerton Conference on Communication, Control, and Computing, Oct. 2013.

C2: Navid NaderiAlizadeh and A. Salman Avestimehr, “Impact of topology on interference networks with no CSIT,” in Proceedings of IEEE International Symposium on Information Theory (ISIT), Jul. 2013.

C1: Omid Javidbakht, Navid NaderiAlizadeh, and S. Mohammad Razavizadeh, “Dynamic relay selection and resource allocation in cooperative networks based on OFDM,” in Proceedings of 11th Sustainable Wireless Technologies (European Wireless) Conference, Apr. 2011.