Research Output

Publications

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

Conference Papers

Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning

Yilong Li, Suman Banerjee, Tong Che
arXiv preprint, 2026 arXiv

arXiv PDF Details

EMBER: Efficient Memory via Budgeted Evidence Retention for Long-Horizon Agents

Yilong Li, Suman Banerjee, Tong Che
arXiv preprint, 2026 arXiv

PDF Details

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

Details

Scalable Biometric Sensing in the Wild through Distributed MIMO Radars

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

arXiv PDF Code Details

Split to Fit: Cross-Accelerator Hybrid Quantization for Efficient Video Understanding on Edge Systems

Yilong Li, Jingyu Liu, Hao Zhang, Shuai Zhang, Pan Hu, Yijing Zeng, Jayaram Raghuram, Suman Banerjee
Submitted

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

arXiv PDF Details

Sustainable Spectrum Crowdsensing

Yijing Zeng, Bangya Liu, Yilong Li, Domenico Giustiniano, Suman Banerjee
IEEE DySPAN 2024 Conference version

Details

Gemini: Integrating Full-fledged Sensing upon Millimeter Wave Communications

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

arXiv PDF Details

Enabling Wideband, Mobile Spectrum Sensing through Onboard Heterogeneous Computing

Yilong Li, Yijing Zeng, Suman Banerjee
HotMobile 2021

PDF Link Details

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

Chuhan Gao* and Yilong Li*, Xinyu Zhang
GetMobile 2018

Details

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

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

PDF Link Details

Journal Papers

Sustainable Spectrum Crowdsensing

Yijing Zeng, Bangya Liu, Yilong Li, Domenico Giustiniano, Suman Banerjee
IEEE Transactions on Networking (ToN) 2026 Journal version

Details