RMELS
2024
| Home | Call for Papers | Program |
| Resource-efficient Mobile and Embedded LLM System in AIoT | |||
|---|---|---|---|
| Date: November 4, 2024 | |||
| Location: Diamond Ballroom, Sub-Ballroom 4 | |||
| Time | Chair | ||
| 14:00-14:05 | Opening Speech | Sicong Liu | |
| 14:05-14:50 | Keynote | Jie Yang | Chuyu Wang |
| 14:50-15:50 | Panel | Jie Yang Yi-chao Chen Shengyu Zhang Mengwei Xu | Liwei Guo |
| 15:50-16:10 | Coffee Break | ||
| 16:10-16:40 | Accepted Papers: 1. AdaSpectrum: Lightweight Hyperspectral Classification of Visually Similar Materials from Mobile RGB Images Geyang Song, Bin Guo, Sicong Liu, Lehao Wang, Zhiwen Yu 2. Spatio-Temporal Synergy with ViT: Enhancing Collaborative Perception and Object Detection for Heterogeneous Agents Yuan Gao, Sicong Liu, Xiangrui Xu, Zhiyang Ding, Bin Guo, Zhiwen Yu 3. Leveraging Prompt Tuning-Based Cognitive Attention to Enhance Logical Inference in Large Language Models Xiaoyan Li, Cuicui Jiang | ||
Abstract：The widespread availability of Wi-Fi devices and extensive network coverage presents a unique opportunity to extend Wi-Fi’s role beyond communication into the realm of human sensing. Over the past two decades, Wi-Fi sensing techniques have made significant progress. However, existing methods still face challenges in delivering fine-grained spatial information about individuals and their environments, limiting their overall effectiveness. In this talk, I will present our latest advancements in smart Wi-Fi sensing systems, which aim to provide more precise, robust, and explainable solutions for next-generation Wi-Fi-based human sensing.
Bio：Jie Yang is a Professor in the School of Computer Science and Engineering at the University of Electronic Science and Technology of China (UESTC). His research interests include mobile computing, intelligent wireless sensing systems, and IoT security. He has authored one book, contributed to three book chapters, and published over 120 papers in top-tier journals and conferences. His work has been regularly featured in the media, including MIT Technology Review, New Scientist, Yahoo News, NPR, the New York Times, and The Wall Street Journal. Prior to joining UESTC, he was a tenured Full Professor of Computer Science at Florida State University. His recognitions include the FSU Developing Scholar Award, the FSU CS Faculty Research Award, the Google Faculty Research Award, the Stevens Francis T. Boesch Award, as well as Best Paper (Runner-up) Awards at IEEE CNS 2014, IEEE CNS 2013, and ACM MobiCom 2011.
