Program

Welcome
9:00am - 9:20am
Tarek Abdelzaher (UIUC), Neiwen Ling (Yale), Mi Zhang (OSU), Xiaomin Ouyang (HKUST)

Keynote: Measurements → Meaning → Action: Architecting Foundation Models for ​Cyber-Physical Intelligence
9:20am - 10:30am
Speaker: Mani Srivastava (UCLA & Amazon AWS AI Lab)
Host: Guoliang Xing (CUHK)

Coffee Break​
10:30am - 11:00am​

Paper Session 1: New Paradigms and Tasks
11:00am - 12:00pm​
Session Chair: Salma Elmalaki (UC Irvine)

Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study
Liying Han, Gaofeng Dong (UCLA), Xiaomin Ouyang (HKUST), Lance Kaplan (US Army Research Labs), Federico Cerutti (Università degli Studi di Brescia), Mani Srivastava (UCLA & Amazon AWS AI Labs)

Towards Zero-shot Question Answering in CPS-IoT: Large Language Models and Knowledge Graphs
Ozan Baris Mulayim (Carnegie Mellon University / Lawrence Berkeley National Laboratory), Gabe Fierro (Colorado School of Mines), Mario Bergés (Carnegie Mellon University), Marco Pritoni (Lawrence Berkeley National Laboratory)

Exploring the Capabilities of LLMs for IMU-based Fine-grained Human Activity Understanding
Lilin Xu, Kaiyuan Hou, Xiaofan Jiang (Columbia University)

Lunch​
12:30pm - 2:30pm​

Panel Discussion
2:30pm - 3:30pm​
Moderator: Tarek Abdelzaher (UIUC)
Panelists: Guoliang Xing (The Chinese University of Hong Kong), Fanxin Kong (University of Notre Dame), Shengzhong Liu (Shanghai Jiao Tong University), Huajie Shao (William & Mary)

Coffee break​
3:30pm - 4:00pm​

Paper Session 2: Applications in CPS/IoT
4:00pm - 4:40pm​
Session Chair: Shengzhong Liu (SJTU)

Are We There Yet? A Measurement Study of Efficiency for LLM Applications on Mobile Devices
Xiao Yan, Yi Ding (University of Texas at Dallas)

MixForecast: Mixer-Enhanced Foundation Model for Load Forecasting
Anuj Kumar, Harish Kumar Saravanan, Shivam Dwivedi, Pandarasamy Arjunan (Indian Institute of Science, Bangalore)

Paper Session 3: Security and Privacy
4:40pm - 5:20pm​
Session Chair: Huajie Shao (William and Mary)

AttackLLM: LLM-based Attack Pattern Generation for an Industrial Control System
Chuadhry Mujeeb Ahmed (Newcastle University)

FL-DABE-BC: A Privacy-Enhanced, Decentralized Authentication, and Secure Communication for FL Framework with DABE and Blockchain for IoT Smart Cities
Sathwik Narkedimilli, Amballa Venkata Sriram, Parmitha Vangapandu (Indian Institute of Information Technology Dharwad), Pravisha P (National Institute of Technology Karnataka Surathkal), Satvik Raghav (Amrita Vishwa Vidyapeetham Bengaluru)

Closing Remarks & Best Paper Award Ceremony
5:20pm - 5:30pm​