Shuheng Li

Matching Skeleton-based Activity Representations with Heterogeneous Signals for HAR

Shuheng Li, Jiayun Zhang, Xiaohan Fu, Xiyuan Zhang, Jingbo Shang, Rajesh K. Gupta

SenSys 2025

Paper Code

Imprompter: Tricking LLM Agents into Improper Tool Use

Xiaohan Fu, Shuheng Li, Zihan Wang, Yihao Liu, Rajesh K Gupta, Taylor Berg-Kirkpatrick, Earlence Fernandes

In Submission to USENIX 2025

Paper Code

UniMTS: Unified Pre-training for Motion Time Series

Xiyuan Zhang, Diyan Teng, Ranak Roy Chowdhury, Shuheng Li, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

NeurIPS 2024

Paper Code Slide Checkpoint

How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments

Jiayun Zhang, Shuheng Li, Haiyu Huang, Zihan Wang, Xiaohan Fu, Dezhi Hong, Rajesh K Gupta, Jingbo Shang

WWW 2024

Paper Code Poster Slide

Misusing Tools in Large Language Models with Visual Adversarial Examples

Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K Gupta, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Earlence Fernandes

Arxiv Preprint

Paper Code

SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification

Shuheng Li, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong

SenSys 2022

Paper Slide

UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification

Shuheng Li, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong

SenSys 2021

Paper Code Slide

Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning

Shuheng Li, Dezhi Hong, Hongning Wang

AAAI 2020

Paper Code Poster Slide

Recursive Graphical Neural Networks for Text Classification

Wei Li, Shuheng Li, Shuming Ma, Yancheng He, Deli Chen, Xu Sun

Arxiv Preprint

Paper