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 (ECAI, 2020)

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 (PAKDD (3), 2021)

PoseSonic: 3D Upper Body Pose Estimation Through Egocentric Acoustic Sensing on Smartglasses. - Saif Mahmud; Ke Li 013; Guilin Hu; Hao Chen; Richard Jin; Ruidong Zhang; François Guimbretière; Cheng Zhang 022 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

MunchSonic: Tracking Fine-grained Dietary Actions through Active Acoustic Sensing on Eyeglasses. - Saif Mahmud; Devansh Agarwal; Ashwin Ajit; Qikang Liang; Thalia Viranda; François Guimbretière; Cheng Zhang 022 (ISWC, 2024)

EchoGuide: Active Acoustic Guidance for LLM-Based Eating Event Analysis from Egocentric Videos. - Vineet Parikh; Saif Mahmud; Devansh Agarwal; Ke Li 013; François Guimbretière; Cheng Zhang 022 (ISWC, 2024)

GazeTrak: Exploring Acoustic-based Eye Tracking on a Glass Frame. - Ke Li 013; Ruidong Zhang; Boao Chen; Siyuan Chen; Sicheng Yin; Saif Mahmud; Qikang Liang; François Guimbretière; Cheng Zhang 022 (MobiCom, 2024)

STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction. - Kishor Kumar Bhaumik; Fahim Faisal Niloy; Saif Mahmud; Simon S. Woo (PAKDD (6), 2024)

SeamPose: Repurposing Seams as Capacitive Sensors in a Shirt for Upper-Body Pose Tracking. - Tianhong Catherine Yu; Manru Mary Zhang; Peter He 002; Chi-Jung Lee; Cassidy Cheesman; Saif Mahmud; Ruidong Zhang; François Guimbretière; Cheng Zhang 022 (UIST, 2024)

ActSonic: Everyday Activity Recognition on Smart Glasses using Active Acoustic Sensing. - Saif Mahmud; Vineet Parikh; Qikang Liang; Ke Li 013; Ruidong Zhang; Ashwin Ajit; Vipin Gunda; Devansh Agarwal; François Guimbretière; Cheng Zhang 022 (CoRR, 2024)

WristSonic: Enabling Fine-grained Hand-Face Interactions on Smartwatches Using Active Acoustic Sensing. - Saif Mahmud; Kian Mahmoodi; Chi-Jung Lee; François Guimbretière; Cheng Zhang 022 (CoRR, 2024)

SonicID: User Identification on Smart Glasses with Acoustic Sensing. - Ke Li 013; Devansh Agarwal; Ruidong Zhang; Vipin Gunda; Tianjun Mo; Saif Mahmud; Boao Chen; François Guimbretière; Cheng Zhang 022 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

ActSonic: Recognizing Everyday Activities from Inaudible Acoustic Wave Around the Body. - Saif Mahmud; Vineet Parikh; Qikang Liang; Ke Li 013; Ruidong Zhang; Ashwin Ajit; Vipin Gunda; Devansh Agarwal; François Guimbretière; Cheng Zhang 022 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Ring-a-Pose: A Ring for Continuous Hand Pose Tracking. - Tianhong Catherine Yu; Guilin Hu; Ruidong Zhang; Hyunchul Lim; Saif Mahmud; Chi-Jung Lee; Ke Li 013; Devansh Agarwal; Shuyang Nie; Jinseok Oh; François Guimbretière; Cheng Zhang 022 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)