ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2025)
Agile3d is a novel approach for efficient 3D object detection on embedded GPUs with adaptive contention and content awareness.
ACM Transactions on Design Automation of Electronic Systems (TODAES 2023)
Virtuoso is an efficient and adaptive video object detection system that jointly optimizes accuracy, energy, and latency, outperforming 15 SOTA models on NVIDIA Jetson mobile GPUs.
The European Conference on Computer Systems (EuroSys 2022)
LiteReconfig features a cost-benefit analyzer to decide which features to use, and which execution branch to run, at inference time.
ACM Transactions on Sensor Networks (TOSN 2022)
ApproxNet dynamically adapts a single DNN for video classification on embedded devices, outperforming prior models in latency and accuracy.
ACM Conference on Embedded Networked Sensor Systems (SenSys 2020)
ApproxDet is an adaptive video object detection framework for mobile devices that dynamically balances accuracy and latency under changing content and resource conditions.