I am a Senior Research Scientist in the Device Research department at Nokia Bell Labs in Cambridge, UK. I lead the Device Intelligence team, focusing on Machine Learning solutions for personal devices, with an emphasis on efficiency, collaboration, adaptability, and privacy. Before joining Bell Labs, I worked as a Postdoctoral Research Associate at Imperial College London's Information Processing and Communications Lab, closely collaborating with Prof. Deniz Gunduz on Privacy-Preserving and Trustworthy Machine Learning. I pursued my PhD in Computer Science at Queen Mary University of London as a member of the Centre for Intelligent Sensing, concurrently holding a Research Assistant position at Imperial College London contributing to the Databox Project in the Systems and Algorithms Laboratory. In my PhD, I had the chance to work with great advisors, Prof. Hamed Haddadi, Dr. Richard G. Clegg, and Prof. Andrea Cavallaro, on developing Machine Learning Algorithms for Privacy-Preserving Personal Data Analytics, particularly for data captured by mobile and wearable devices. During my PhD journey, I interned at Brave Software Research, where I explored privacy-preserving techniques to improve content personalization in web browsers. Prior to PhD, I earned an MSc degree in Computer Engineering from Sharif University of Technology in Iran.
Shohreh Deldari, Dimitrios Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora Salim, Akhil Mathur.
• 2024- 17th ACM International Conference on Web Search and Data Mining (WSDM).
• A preliminary version has been presented at ICML Workshop on Workshop on Machine Learning for Multimodal Healthcare Data
(ML4MHD-2023).
Fan Mo, Mohammad Malekzadeh, Soumyajit Chatterjee, Fahim Kawsar, Akhil Mathur.
• 2023 - ICLR Workshop on Machine Learning for IoT: Datasets, Perception, and Understanding
(ML4IoT-2023).
Giuseppe Siracusano, Salvator Galea, Davide Sanvit, Mohammad Malekzadeh, Paolo Costa,
Gianni Antichi, Hamed Haddadi, and Roberto Bifulco.
• 2022 - 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI).
Mohammad Malekzadeh, Anastasia Borovykh, and Deniz Gündüz.
• 2021 - ACM Conference on Computer and Communications Security (CCS).
Aman Priyanshu, Rakshit Naidu, Fatemehsadat Mireshghallah, and Mohammad Malekzadeh
• 2021 - Workshop on Privacy Preserving Machine Learning (ACM CCS).
Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, and Hamed Haddadi.
• 2021 - ACM Journal on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)
• and ACM conference for Ubiquitous Computing (UbiComp 2021)
Mohammad Malekzadeh, Burak Hasircioglu, Nitish Mital, Kunal Katarya, Mehmet Emre Ozfatura, and Deniz Gündüz
• 2021 - The Second AAAI Workshop on Privacy-Preserving Artificial Intelligence
(PPAI-21)
• Selected as the best submission to the ITU AI/ML in 5G Challenge, sub-challenge Privacy Preserving AI/ML in 5G networks for healthcare applications, ITU-ML5G-PS-022
Mohammad Malekzadeh, Dimitrios Athanasakis, Hamed Haddadi, and Benjamin Livshits
• 2020 - Conference on Machine Learning and Systems (MLSys), USA.
Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, and Hamed Haddadi.
• 2019 - ACM/IEEE International Conference on Internet-of-Things Design
and Implementation (IoTDI), Canada.
Mohammad Malekzadeh, Richard G. Clegg, Andrea Cavallaro, and Hamed Haddadi.
• 2018 - In Proceedings of the EuroSys Workshop on Privacy by Design
in Distributed Systems (W-P2DS), Portugal.
Mohammad Malekzadeh, Richard G. Clegg, and Hamed Haddadi.
• 2018 - ACM/IEEE International Conference on
Internet-of-Things Design and Implementation (IoTDI), USA.
Paul-Marie Carfantan, Omar Costilla-Reyes, Delia Fuhrmann, Jonas Glesaaen, Qi
He, Andreas Kirsch, Julie Lee, Mohammad Malekzadeh, Esben Sørig, Caryn Tan, Emily Turner, and
Vinh Quang.
• 2018 - Data Study Group team. (2019, February 5). Data Study Group Final
Report: Accenture. Zenodo.
Marziyeh Barghandan, Mohammad Malekzadeh, Atefeh Safdel and Iren Mazloomzadeh.
• 2014 - The IEEE/ACM International Conference on Advances in Social
Networks Analysis and Mining, ASONAM 2014, China.
Mohammad Malekzadeh, MohammadAmin Fazli, Pooya Jalaly Khalilabadi, Hamid R.
Rabiee, and MohammadAli Safari.
• 2011 - The 5th SNA-KDD Workshop ’11 (SNA-KDD’11), USA.
Mohammad Malekzadeh and Mehdy Bohlool.
• 2008 - The 13th National CSI Computer Science , Iran.