Close

Session

<
Research Manuscript
: Design for the Unpredictable: Resilience and Adaptation in AIoT
Session Chairs
Hokeun Kim
Arizona State University
BaekGyu Kim
Daegu Gyeongbuk Institute of Science and Technology
DescriptionThis session presents recent advances in the design of components and methodologies that enable resilient, reliable, and low-energy systems. The presentations cover error-correction codes for neural networks, the design of safe and reliable NPUs and controllers, run-time analyzers, and innovative techniques for reasoning and adaptation. Together, these talks demonstrate how cross-layer hardware components, design methodologies, and run-time analysis are shaping the next generation of robust and trustworthy autonomous systems.
Event Type
Research Manuscript
TimeTuesday, July 2810:30am - 12:30pm PDT
LocationMtg Room 202C
Topics
Systems
Tracks
SYS2. Design of Cyber-Physical Systems and IoT
Similar Sessions
RM Poster Session Four
RM Poster Session Seven
RM Poster Session Two
Presentations
10:30am - 10:43am PDTE³-CODE: Embedded and Efficient Error-Correcting Code for Error-Resilient Neural Networks
Authors
Venkata Nithin Kamineni
Habibur Rahaman
Ovishake Sen
Baibhab Chatterjee
SWARUP BHUNIA
Rickard Ewetz
10:43am - 10:56am PDTFrom Characterization to Microarchitecture: Designing an Elegant and Reliable BFP-Based NPU
Authors
Jie Zhang
Jiapeng Guan
Hao Zhou
Xiaomeng Han
Tinglue Wang
Ran Wei
Zhe Jiang
10:56am - 11:10am PDTProvably Probabilistic Safe Controller Synthesis for Vision-Based Neural Network Control Systems
Authors
Qianlong Hu
Hanrui Zhao
Liqian Chen
Zhengfeng Yang
Banghu Yin
Ji Wang
11:10am - 11:23am PDTWINNER: A Wireless In-Vivo/ex-Vivo Runtime Analyzer for Intermittent Computing
Authors
Justin Feng
Arman Roohi
Nader Sehatbakhsh
11:23am - 11:36am PDTEnergyhdc: Intermittent Hyperdimensional Inference on Energy-Harvesting IoT
Authors
YUSHENG LIU
Yong-Cheng Liaw
Shuo-Han Chen
11:36am - 11:50am PDTLLM-Enhanced Two-Stage Signal Temporal Logic Automatic Transformation with Structured Intermediate Representation
Authors
Hongjing Qing
Jie An
Fanjiang Xu
11:50am - 12:03pm PDTTorr: Towards Brain-Inspired Task-Oriented Reasoning via Cache-Oriented Algorithm-Architecture Co-Design
Authors
Hyunwoo Oh
SungHeon Jeong
Suyeon Jang
Hanning Chen
Sanggeon Yun
Tamoghno Das
Mohsen Imani
12:03pm - 12:16pm PDTHyperlidar: Adaptive Post-Deployment LiDAR Segmentation via Hyperdimensional Computing
Authors
Ivannia Gomez Moreno
Yi Yao
Ye Tian
Xiaofan Yu
Flavio Ponzina
Michael Sullivan
Jingyi Zhang
Mingyu Yang
Hun Seok Kim
Tajana Rosing
12:16pm - 12:30pm PDTRTFL: Energy-Aware Federated Learning for AIoT Design Via Adaptive Quantization-Based Multi-Agent Scheduling
Authors
Jun Xia
Junqi Zhang
Zhaorong Zhu
Wenjie Chen
Mingsong Chen