My areas of interest include Wireless Networking, Mobile and Wearable Computing, Machine Learning with applications to Cyber Physical Systems, IoT and human behavioral sensing.
PhD Students
Alumni
- Yilin Liu, Ph.D. 2023 --> Google
- Shijia Zhang, Ph.D. 2024 --> Google
Grants
- PI: NSF-2046972: CAREER: Sign-to-Speech: An Edge-IoT Platform and Software Library for Real Time Sign Language Recognition
- PI: NSF-2333583: I-Corps: A smart ring for finger motion analytics and healthcare applications
- PI: NSF-1909479: CNS Core: Small: Collaborative Research: A Motion Tracking Library for Sports Analytics using Wireless Sensors
- PI: NSF-2008384: CNS Core: Small: Collaborative Research: IoTScope: Sensing Physical Materials via Inexpensive IoT Radios
- Co-PI: NSF-1956276: CNS Core: Medium: When Next Generation Wireless Networks Meet Machine Learning
- Co-PI: NSF-2211018: SHF: Medium: Exploring an Edge Platform Design Trajectory for Next Generation XR Applications
Selected Papers
- SmartDampener: An Open Source Platform for Sport Analytics in Tennis
Runze Liu, Taiting Lu, Shengming Yuan, Hao Zhou, Mahanth Gowda.
ACM IMWUT/UbiComp, 2024
- Rethinking Orientation Estimation with Smartphone-equipped Ultra-wideband Chips
Hao Zhou, Kuang Yuan, Mahanth Gowda, Lili Qiu, Jie Xiong.
ACM MobiCom, 2024.
- Temporal-Distributed Backdoor Attack Against Video Based Action Recognition
Xi Li, Songhe Wang, Ruiquan Huang, Mahanth Gowda, George Kesidis.
AAAI, 2024.
- SignQuery: A Natural User Interface and Search Engine for Sign Languages with Wearable Sensors
Hao Zhou, Taiting Lu, Kristina McKinnie, Joseph Palagano, Kenneth DeHaan, Mahanth Gowda.
ACM MobiCom, 2023.
- I am an Earphone and I can Hear my Users Face: Facial Landmark Tracking using Smart Earphones
Shijia Zhang, Taiting Lu, Hao Zhou, Yilin Liu, Runze Liu, Mahanth Gowda.
ACM Transactions on Internet of Things (TIOT), 2023.
- One Ring to Rule Them All: An Open Source Smartring Platform for Finger Motion Analytics and Healthcare Applications
Hao Zhou, Taiting Lu, Yilin Liu, Shijia Zhang, Runze Liu, Mahanth Gowda.
ACM/IEEE IoTDI, 2023. Best Paper Award for Edge IoT AI
- I Spy You: Eavesdropping Continuous Speech on Smartphones via Motion Sensors
Shijia Zhang, Yilin Liu, Mahanth Gowda.
ACM IMWUT/UbiComp, 2023
- Leveraging the Properties of mmWave Signals for 3D Finger Motion Tracking for Interactive IoT Applications
Yilin Liu, Shijia Zhang, Mahanth Gowda, Srihari Nelakuditi.
ACM Sigmetrics, 2023
- Let’s Grab a Drink: Teacher-Student Learning for Fluid Intake Monitoring using Smart Earphones
Shijia Zhang, Yilin Liu, Mahanth Gowda.
ACM/IEEE IoTDI, 2022.
- mmSpy: Spying Phone Calls using mmWave Radars
Suryoday Basak, Mahanth Gowda.
IEEE Symposium on Security and Privacy (Oakland) , 2022.
- LiquID: A Wireless Liquid IDentifier
Ashutosh Dhekne, Mahanth Gowda, Yixuan Zhao, Haitham Hassanieh, Romit Roy Choudhury.
ACM MOBISYS, 2018.
- Bringing IoT to Sports Analytics. [Slides]
Mahanth Gowda, Ashutosh Dhekne, Sheng Shen, Romit Roy Choudhury, Xue Yang et al.,
NSDI, 2017.
- Tracking Drone Orientation with Multiple GPS Receivers [Slides]
Mahanth Gowda, Justin Manweiler, Ashutosh Dhekne, Romit Roy Choudhury, Justin Weisz.
ACM MOBICOM, 2016.
- The Case for Robotic Wireless Networks.
Mahanth Gowda, Ashutosh Dhekne, Romit Roy Choudhury.
WWW, 2016.
Full List here
- Yilin Liu, Ph.D. 2023 --> Google
- Shijia Zhang, Ph.D. 2024 --> Google
Grants
- PI: NSF-2046972: CAREER: Sign-to-Speech: An Edge-IoT Platform and Software Library for Real Time Sign Language Recognition
- PI: NSF-2333583: I-Corps: A smart ring for finger motion analytics and healthcare applications
- PI: NSF-1909479: CNS Core: Small: Collaborative Research: A Motion Tracking Library for Sports Analytics using Wireless Sensors
- PI: NSF-2008384: CNS Core: Small: Collaborative Research: IoTScope: Sensing Physical Materials via Inexpensive IoT Radios
- Co-PI: NSF-1956276: CNS Core: Medium: When Next Generation Wireless Networks Meet Machine Learning
- Co-PI: NSF-2211018: SHF: Medium: Exploring an Edge Platform Design Trajectory for Next Generation XR Applications
Selected Papers
- SmartDampener: An Open Source Platform for Sport Analytics in Tennis
Runze Liu, Taiting Lu, Shengming Yuan, Hao Zhou, Mahanth Gowda.
ACM IMWUT/UbiComp, 2024
- Rethinking Orientation Estimation with Smartphone-equipped Ultra-wideband Chips
Hao Zhou, Kuang Yuan, Mahanth Gowda, Lili Qiu, Jie Xiong.
ACM MobiCom, 2024.
- Temporal-Distributed Backdoor Attack Against Video Based Action Recognition
Xi Li, Songhe Wang, Ruiquan Huang, Mahanth Gowda, George Kesidis.
AAAI, 2024.
- SignQuery: A Natural User Interface and Search Engine for Sign Languages with Wearable Sensors
Hao Zhou, Taiting Lu, Kristina McKinnie, Joseph Palagano, Kenneth DeHaan, Mahanth Gowda.
ACM MobiCom, 2023.
- I am an Earphone and I can Hear my Users Face: Facial Landmark Tracking using Smart Earphones
Shijia Zhang, Taiting Lu, Hao Zhou, Yilin Liu, Runze Liu, Mahanth Gowda.
ACM Transactions on Internet of Things (TIOT), 2023.
- One Ring to Rule Them All: An Open Source Smartring Platform for Finger Motion Analytics and Healthcare Applications
Hao Zhou, Taiting Lu, Yilin Liu, Shijia Zhang, Runze Liu, Mahanth Gowda.
ACM/IEEE IoTDI, 2023. Best Paper Award for Edge IoT AI
- I Spy You: Eavesdropping Continuous Speech on Smartphones via Motion Sensors
Shijia Zhang, Yilin Liu, Mahanth Gowda.
ACM IMWUT/UbiComp, 2023
- Leveraging the Properties of mmWave Signals for 3D Finger Motion Tracking for Interactive IoT Applications
Yilin Liu, Shijia Zhang, Mahanth Gowda, Srihari Nelakuditi.
ACM Sigmetrics, 2023
- Let’s Grab a Drink: Teacher-Student Learning for Fluid Intake Monitoring using Smart Earphones
Shijia Zhang, Yilin Liu, Mahanth Gowda.
ACM/IEEE IoTDI, 2022.
- mmSpy: Spying Phone Calls using mmWave Radars
Suryoday Basak, Mahanth Gowda.
IEEE Symposium on Security and Privacy (Oakland) , 2022.
- LiquID: A Wireless Liquid IDentifier
Ashutosh Dhekne, Mahanth Gowda, Yixuan Zhao, Haitham Hassanieh, Romit Roy Choudhury.
ACM MOBISYS, 2018.
- Bringing IoT to Sports Analytics. [Slides]
Mahanth Gowda, Ashutosh Dhekne, Sheng Shen, Romit Roy Choudhury, Xue Yang et al.,
NSDI, 2017.
- Tracking Drone Orientation with Multiple GPS Receivers [Slides]
Mahanth Gowda, Justin Manweiler, Ashutosh Dhekne, Romit Roy Choudhury, Justin Weisz.
ACM MOBICOM, 2016.
- The Case for Robotic Wireless Networks.
Mahanth Gowda, Ashutosh Dhekne, Romit Roy Choudhury.
WWW, 2016.