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Saif Mahmud

Ph.D. Researcher
Computing and Information Science
Cornell University

Email: saif.dhrubo@gmail.com

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Hi, there!

I’m Saif Mahmud, a first year Ph.D. student in Computing and Information Science at Cornell University. I am a member of SciFi Lab and advised by Prof. Cheng Zhang. My research interest lies broadly in the area of ubiquitous computing, machine learning and human computer interaction.

Previously, I worked as a researcher at AGenCy Lab where my works were supervised by Prof. Amin Ahsan Ali and Prof. A K M Mahbubur Rahman. I received my bachelor’s degree in Computer Science and Engineering from the University of Dhaka.

News

Publications

  1. Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition
    M. Tanjid Hasan Tonmoy*, Saif Mahmud*, A K M Mahbubur Rahman, M Ashraful Amin, Amin Ahsan Ali, in Proceedings of the 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2021), Springer, May 2021.
    [Paper] [Code]

  2. Human Activity Recognition from Wearable Sensor Data Using Self-Attention
    Saif Mahmud*, M. Tanjid Hasan Tonmoy*, Kishor Kumar Bhaumik, A K M Mahbubur Rahman, M Ashraful Amin, Mohammad Shoyaib, Muhammad Asif Hossain Khan, Amin Ahsan Ali, in Proceedings of the 24th European Conference on Artificial Intelligence‚ ECAI 2020, IOS Press, Sep 2020.
    [Paper] [Code]

  3. GRU-based Attention Mechanism for Human Activity Recognition
    Md Nazmul Haque, M. Tanjid Hasan Tonmoy, Saif Mahmud, Amin Ahsan Ali, Muhammad Asif Hossain Khan, and Mohammad Shoyaib, International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), IEEE, May 2019.
    [Paper]

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