Shanglin Zhou

Against Membership Inference Attack: Pruning is All You Need

Yijue Wang, Chenghong Wang, Zigeng Wang et al. · 2021 · 37 citations · Full text

Engineering, Machine Learning, Information Security +22

A Multi-Agent Reinforcement Learning Approach for Safe and Efficient Behavior Planning of Connected Autonomous Vehicles

Songyang Han, Shanglin Zhou, Jiangwei Wang et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 28 citations

On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond

Zhirui Hu, Jinyang Li, Zhenyu Pan et al. · 2022 IEEE 40th International Conference on Computer Design (ICCD) · 2022 · 26 citations

Engineering, Graph Processing, Quantum Computing +18

A Unified DNN Weight Pruning Framework Using Reweighted Optimization Methods

Tianyun Zhang, Xiaolong Ma, Zheng Zhan et al. · 2021 · 25 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +14

An End-to-end Multi-task Object Detection using Embedded GPU in Autonomous Driving

Shanglin Zhou, Mimi Xie, Yufang Jin et al. · 2021 · 23 citations

Engineering, Machine Learning, Point Cloud Processing +20