Please see my Google Scholar

AI-driven Next-G Wireless

  • Milin Zhang*, Mohammad Abdi*, Venkat R. Dasari and Francesco Restuccia. “Semantic Edge Computing and Semantic Communications in 6G Networks: A Unifying Survey and Research Challenges” Computer Network (2025): 111531. [PAPER]
  • Daniel Uvaydov*, Milin Zhang*, Clifton Paul Robinson, Salvatore D’Oro, Tommaso Melodia and Francesco Restuccia. “Stitching the Spectrum: Semantic Spectrum Segmentation with Wideband Signal Stitching.” in Proc. of IEEE Conference on Computer Communications (INFOCOM), 2024. [PAPER] [CODE]
  • Milin Zhang, Michael De Lucia, Ananthram Swami, Jonathan Ashdown, Kurt Turck and Francesco Restuccia. “HyperAdv: Dynamic Defense Against Adversarial Radio Frequency Machine Learning Systems.” in Proc. of IEEE Military Communications Conference (MILCOM), 2024. [CODE] [SLIDES]
  • Ankit Mittal, Milin Zhang, Thomas Gourousis, Ziyue Zhang, Yunsi Fei, Marvin Onabajo, Francesco Restuccia, and Aatmesh Shrivastava, “Sub-6 GHz Energy Detection-based Fast On-Chip Analog Spectrum Sensing with Learning-driven Signal Classification.” IEEE Internet of Things Journal (2024). [PAPER]

Wireless-Accelerated Deep Neural Networks

  • Milin Zhang, Mohammad Abdi, Shahriar Rifat, and Francesco Restuccia. “Resilience of Entropy Model in Distributed Deep Neural Networks.” in Proc. of the 18th European Conference on Computer Vision (ECCV), 2024. [PAPER] [CODE] [POSTER]
  • Sayyed, Sazzad, Milin Zhang, Shahriar Rifat, Ananthram Swami, Michael De Lucia, and Francesco Restuccia. “Resilience and Security of Deep Neural Networks Against Intentional and Unintentional Perturbations: Survey and Research Challenges.” arXiv preprint arXiv:2408.00193 (2024). [PAPER]
  • Milin Zhang, Mohammad Abdi, Jonathan Ashdown, and Francesco Restuccia. “Adversarial Attacks to Latent Representations of Distributed Neural Networks in Split Computing.” arXiv preprint arXiv:2309.17401 (2023). [PAPER]

Integreted Sensing and Comm.

  • Khandaker Foysal Haque, Milin Zhang, Francesca Meneghello, and Francesco Restuccia, “BeamSense: Rethinking Wireless Sensing with MU-MIMO Wi-Fi Beamforming Feedback.” Computer Network (2025): 111020. [PAPER]
  • Khandaker Foysal Haque, Milin Zhang, Francesco Restuccia, “SiMWiSense: Simultaneous Multi-Subject Activity Classification Through Wi-Fi Signals.” in Proc. of the IEEE 24th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2023. [PAPER]