Research Output

Publications

A complete list of publications across on-device AI, multimodal systems, wireless sensing, and embedded platforms.

Tiny but Mighty: A Software-Hardware Co-Design Approach for Efficient Multimodal Inference on Battery-Powered Small Devices

Yilong Li, Shuai Zhang, Hao Zhang, Jingyu Liu, Pan Hu, Xinmiao Xiong, Suman Banerjee
ICLR 2026 · 2026

Medusa: Scalable Multi-View Biometric Sensing in the Wild with Distributed MIMO Radars

Yilong Li, Ramanujan K Sheshadri, Karthik Sundaresan, Eugene Chai, Yijing Zeng, Jayaram Raghuram, Suman Banerjee
MobiCom 2025 · 2025

arXiv PDF Details

PalmBench: A Comprehensive Benchmark of Compressed Large Language Models on Mobile Platforms

Yilong Li, Jingyu Liu, Hao Zhang, M Badri Narayanan, Utkarsh Sharma, Shuai Zhang, Pan Hu, Yijing Zeng, Bangya Liu, Jayaram Raghuram, Suman Banerjee
ICLR 2025 · 2024

arXiv PDF Details

Gemini: Integrating Full-fledged Sensing upon Millimeter Wave Communications

Yilong Li, Zhe Chen, Jun Luo, Suman Banerjee
Under Review · 2023

arXiv PDF Details

Enabling Wideband, Mobile Spectrum Sensing through Onboard Heterogeneous Computing

Yilong Li, Yijing Zeng, Suman Banerjee
HotMobile 2021 · 2021

PDF Link Details

LiveTag: Sensing Human-Object Interaction through Passive Chipless WiFi Tags

Chuhan Gao* and Yilong Li*, Xinyu Zhang
NSDI 2018 · 2018

PDF Link Details