EdgeFM@MobiSys

Publications

2024

Swarnava Dey, Arijit Mukherjee, Arijit Ukil, Arpan Pal
Towards a Task-agnostic Distillation Methodology for Creating Edge Foundation Models. EdgeFM@MobiSys (2024)
Xiang Li, Zhenyan Lu, Dongqi Cai, Xiao Ma, Mengwei Xu
Large Language Models on Mobile Devices: Measurements, Analysis, and Insights. EdgeFM@MobiSys (2024)
Liangyu Wang, Junxiao Wang, Di Wang
WiP: Towards Light Adaptation of Large Language Models For Personal Hardware. EdgeFM@MobiSys (2024)
Jiacheng Liu, Wenxing Xu, Yuanchun Li
ChainStream: A Stream-based LLM Agent Framework for Continuous Context Sensing and Sharing. EdgeFM@MobiSys (2024)
Daliang Xu, Hao Zhang, Liming Yang, Ruiqi Liu, Mengwei Xu, Xuanzhe Liu
WiP: Efficient LLM Prefilling with Mobile NPU. EdgeFM@MobiSys (2024)
Zixu Hao, Huiqiang Jiang, Shiqi Jiang, Ju Ren, Ting Cao
Hybrid SLM and LLM for Edge-Cloud Collaborative Inference. EdgeFM@MobiSys (2024)
Wenjie Li, Xiaoyang Liu, Zihao Zheng, Jishun Wang, Kang Ling, Ming Fu
WiP: A Solution for Reducing MLLM-Based Agent Interaction Overhead. EdgeFM@MobiSys (2024)
Proceedings of the Workshop on Edge and Mobile Foundation Models, EdgeFM 2024, Minato-ku, Tokyo, Japan, June 3-7, 2024 EdgeFM@MobiSys (2024)
Zhizhang Hu, Yue Zhang, Ryan A. Rossi, Tong Yu, Sungchul Kim, Shijia Pan
Are Large Language Models Capable of Causal Reasoning for Sensing Data Analysis? EdgeFM@MobiSys (2024)
Yizhen Yuan, Rui Kong, Yuanchun Li, Yunxin Liu
WiP: An On-device LLM-based Approach to Query Privacy Protection. EdgeFM@MobiSys (2024)