← Search

Xinjun Liu

2 accepted papers

2022

OCTOANTS: A Heterogeneous Lightweight Intelligent Multi-Robot Collaboration System with Resource-constrained IoT Devices

IROS 2022poster

As the focus on highly intelligent robots continues, a problem that cannot be ignored has emerged: resource con-straints. Considering the game problem of resource limitation and the level of intelligence, we focus on lightweight intelligence. This work is a further refinement of our previous work, a…

Cited by 2SourceScholar
2019

Concrete: A Per-layer Configurable Framework for Evaluating DNN with Approximate Operators

ICASSP 2019accepted

Approximate computing has drawn considerable attention to both academia and industry in the area of DNN hardware. Despite substantial efforts to design approximate circuits and building blocks, the resilience of DNN layers and structures remains an untapped field to explore. This paper presents an e…

Cited by 0SourceScholar