Ph.D. Researcher
Computing and Information Science
Cornell University
Hi, there!
I’m Saif Mahmud, a 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 Center for Computational &
Data Sciences (CCDS) where my works were supervised by Prof. Amin Ahsan
Ali.
I received my bachelor’s degree in Computer Science and Engineering from the University of Dhaka.
GazeTrak: Exploring Acoustic-based Eye Tracking on a Glass
Ke Li, Ruidong Zhang, Boao Chen, Siyuan Chen, Sicheng Yin, Saif Mahmud, François
Guimbretière, Cheng Zhang
30th Annual International Conference On Mobile Computing And Networking, MobiCom 2024.
[To Appear]
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction
Kishor Kumar Bhaumik, Fahim Faisal Niloy, Saif Mahmud, Simon S. Woo
28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024.
[To Appear]
PoseSonic: 3D Upper Body Pose Estimation Through Egocentric Acoustic Sensing on
Smartglasses
Saif Mahmud, Ke Li, Guilin Hu, Hao Chen, Richard Jin, Ruidong Zhang, François
Guimbretière, Cheng Zhang
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, IMWUT/UbiComp
2023.
[Paper] [Video]
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
25th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024,
Springer, May 2021.
[Paper] [Code]
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
24th European Conference on Artificial Intelligence‚ ECAI 2020, IOS
Press, Sep 2020.
[Paper] [Code]
GRU-based Attention Mechanism for Human Activity Recognition
Md Nazmul Haque, M. Tanjid Hasan Tonmoy, Saif Mahmud, Amin Ahsan Ali, Muhammad Asif
Hossain Khan, Mohammad Shoyaib
International Conference on Advances in Science, Engineering and Robotics Technology
(ICASERT), IEEE, May 2019.
[Paper]
© 2023 Saif Mahmud (Last Update: )