RadHAR: Human Activity Recognition from Point Clouds Generated through a Millimeter-wave Radar. - Akash Deep Singh; Sandeep Singh Sandha; Luis Garcia 001; Mani B. Srivastava (mmNets, 2019)

A Two-Way Cooperative D2D Communication Framework for a Heterogeneous Cellular Network. - Naveen Gupta; Akash Deep Singh; Parth Shrivastava; Vivek Ashok Bohara (Wirel. Pers. Commun., 2019)

UWHear: through-wall extraction and separation of audio vibrations using wireless signals. - Ziqi Wang 001; Zhe Chen 015; Akash Deep Singh; Luis Garcia 001; Jun Luo 001; Mani B. Srivastava (SenSys, 2020)

I Always Feel Like Somebody's Sensing Me! A Framework to Detect, Identify, and Localize Clandestine Wireless Sensors. - Akash Deep Singh; Luis Garcia 001; Joseph Noor; Mani B. Srivastava (USENIX Security Symposium, 2021)

On collaborative reinforcement learning to optimize the redistribution of critical medical supplies throughout the COVID-19 pandemic. - Bryan P. Bednarski; Akash Deep Singh; William M. Jones (J. Am. Medical Informatics Assoc., 2021)

Self-Supervised Radio-Visual Representation Learning for 6G Sensing. - Mohammed Alloulah; Akash Deep Singh; Maximilian Arnold (ICC, 2022)

Capricorn: Towards Real-Time Rich Scene Analysis Using RF-Vision Sensor Fusion. - Ziqi Wang 001; Ankur Sarker; Jason Wu; Derek Hua; Gaofeng Dong; Akash Deep Singh; Mani B. Srivastava (SenSys, 2022)

Towards Real-Time Rich Scene Analysis Using Vision-Guided Wireless Vibrometry. - Ziqi Wang 001; Ankur Sarker; Jason Wu; Derek Hua; Gaofeng Dong; Akash Deep Singh; Mani B. Srivastava (SenSys, 2022)

InkFiltration: Using Inkjet Printers for Acoustic Data Exfiltration from Air-Gapped Networks. - Julian de Gortari Briseno; Akash Deep Singh; Mani Srivastava 001 (ACM Trans. Priv. Secur., 2022)

Depth Estimation from Camera Image and mmWave Radar Point Cloud. - Akash Deep Singh; Yunhao Ba; Ankur Sarker; Howard Zhang; Achuta Kadambi; Stefano Soatto; Mani B. Srivastava; Alex Wong 001 (CVPR, 2023)

Deep Scene Understanding using RF and its Fusion with other Modalities - Akash Deep Singh (2023)

RefreshChannels: Exploiting Dynamic Refresh Rate Switching for Mobile Device Attacks. - Gaofeng Dong; Jason Wu; Julian de Gortari Briseno; Akash Deep Singh; Justin Feng; Ankur Sarker; Nader Sehatbakhsh; Mani Srivastava 001 (MobiSys, 2024)

Understanding factors behind IoT privacy - A user's perspective on RF sensors. - Akash Deep Singh; Brian Wang; Luis Garcia 001; Xiang Chen; Mani Srivastava 001 (CoRR, 2024)