Zhenhua Xu

According to our database, Zhenhua Xu authored at least 23 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Train Once, Deploy Anywhere: Realize Data-Efficient Dynamic Object Manipulation.

Zhuoling Li, Xiaoyang Wu, Zhenhua Xu, Hengshuang Zhao

CoRR, August, 2025

DriveGPT4-V2: Harnessing Large Language Model Capabilities for Enhanced Closed-Loop Autonomous Driving.

Zhenhua Xu, Yan Bai, Yujia Zhang, Zhuoling Li, Fei Xia, Kwan-Yee K. Wong, Jianqiang Wang, Hengshuang Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

DriveGPT4: Interpretable End-to-End Autonomous Driving Via Large Language Model.

Zhenhua Xu, Yujia Zhang, Enze Xie, Zhen Zhao, Yong Guo, Kwan-Yee K. Wong, Zhenguo Li, Hengshuang Zhao

IEEE Robotics Autom. Lett., October, 2024

FSNet: Redesign Self-Supervised MonoDepth for Full-Scale Depth Prediction for Autonomous Driving.

Yuxuan Liu, Zhenhua Xu, Huaiyang Huang, Lujia Wang, Ming Liu

IEEE Trans Autom. Sci. Eng., July, 2024

VIRT: Vision Instructed Transformer for Robotic Manipulation.

Zhuoling Li, Liangliang Ren, Jinrong Yang, Yong Zhao, Xiaoyang Wu, Zhenhua Xu, Xiang Bai, Hengshuang Zhao

CoRR, 2024

LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence.

Zhuoling Li, Xiaogang Xu, Zhenhua Xu, Ser-Nam Lim, Hengshuang Zhao

CoRR, 2024

PGO-IPM: Enhance IPM Accuracy with Pose-guided Optimization for Low-cost High-definition Angular Marking Map Generation.

Hongji Liu, Linwei Zheng, Xiaoyang Yan, Zhenhua Xu, Bohuan Xue, Yang Yu, Ming Liu

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

InsMapper: Exploring Inner-Instance Information for Vectorized HD Mapping.

Zhenhua Xu, Kwan-Yee K. Wong, Hengshuang Zhao

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

RNGDet++: Road Network Graph Detection by Transformer With Instance Segmentation and Multi-Scale Features Enhancement.

Zhenhua Xu, Yuxuan Liu, Yuxiang Sun, Ming Liu, Lujia Wang

IEEE Robotics Autom. Lett., May, 2023

InsightMapper: A Closer Look at Inner-instance Information for Vectorized High-Definition Mapping.

Zhenhua Xu, Kenneth K. Y. Wong, Hengshuang Zhao

CoRR, 2023

CenterLineDet: CenterLine Graph Detection for Road Lanes with Vehicle-mounted Sensors by Transformer for HD Map Generation.

Zhenhua Xu, Yuxuan Liu, Yuxiang Sun, Ming Liu, Lujia Wang

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

RNGDet: Road Network Graph Detection by Transformer in Aerial Images.

Zhenhua Xu, Yuxuan Liu, Lu Gan, Yuxiang Sun, Xinyu Wu, Ming Liu, Lujia Wang

IEEE Trans. Geosci. Remote. Sens., 2022

csBoundary: City-Scale Road-Boundary Detection in Aerial Images for High-Definition Maps.

Zhenhua Xu, Yuxuan Liu, Lu Gan, Xiangcheng Hu, Yuxiang Sun, Ming Liu, Lujia Wang

IEEE Robotics Autom. Lett., 2022

V2HDM-Mono: A Framework of Building a Marking-Level HD Map with One or More Monocular Cameras.

Hongji Liu, Linwei Zheng, Xiaoyang Yan, Zhenhua Xu, Bohuan Xue, Yang Yu, Ming Liu

CoRR, 2022

CenterLineDet: Road Lane CenterLine Graph Detection With Vehicle-Mounted Sensors by Transformer for High-definition Map Creation.

Zhenhua Xu, Yuxuan Liu, Yuxiang Sun, Ming Liu, Lujia Wang

CoRR, 2022

RNGDet: Road Network Graph Detection by Transformer in Aerial Images.

Zhenhua Xu, Yuxuan Liu, Lu Gan, Yuxiang Sun, Ming Liu, Lujia Wang

CoRR, 2022

Star-Convolution for Image-Based 3D Object Detection.

Yuxuan Liu, Zhenhua Xu, Ming Liu

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021

Visual Analysis of Discrimination in Machine Learning.

Qianwen Wang, Zhenhua Xu, Chen Zhu-Tian, Yong Wang, Shixia Liu, Huamin Qu

IEEE Trans. Vis. Comput. Graph., 2021

The Role of the Hercules Autonomous Vehicle During the COVID-19 Pandemic: An Autonomous Logistic Vehicle for Contactless Goods Transportation.

Tianyu Liu, Qinghai Liao, Lu Gan, Fulong Ma, Jie Cheng, Xupeng Xie, Zhe Wang, Yingbing Chen, Yilong Zhu, Shuyang Zhang, Zhengyong Chen, Yang Liu, Meng Xie, Yang Yu, Zitong Guo, Guang Li, Peidong Yuan, Dong Han, Yuying Chen, Haoyang Ye, Jianhao Jiao, Peng Yun, Zhenhua Xu, Hengli Wang, Huaiyang Huang, Sukai Wang, Peide Cai, Yuxiang Sun, Yandong Liu, Lujia Wang, Ming Liu

IEEE Robotics Autom. Mag., 2021

Topo-Boundary: A Benchmark Dataset on Topological Road-Boundary Detection Using Aerial Images for Autonomous Driving.

Zhenhua Xu, Yuxiang Sun, Ming Liu

IEEE Robotics Autom. Lett., 2021

iCurb: Imitation Learning-Based Detection of Road Curbs Using Aerial Images for Autonomous Driving.

Zhenhua Xu, Yuxiang Sun, Ming Liu

IEEE Robotics Autom. Lett., 2021

CP-loss: Connectivity-preserving Loss for Road Curb Detection in Autonomous Driving with Aerial Images.

Zhenhua Xu, Yuxiang Sun, Lujia Wang, Ming Liu

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

Hercules: An Autonomous Logistic Vehicle for Contact-less Goods Transportation During the COVID-19 Outbreak.

Tianyu Liu, Qinghai Liao, Lu Gan, Fulong Ma, Jie Cheng, Xupeng Xie, Zhe Wang, Yingbing Chen, Yilong Zhu, Shuyang Zhang, Zhengyong Chen, Yang Liu, Yang Yu, Zitong Guo, Guang Li, Peidong Yuan, Dong Han, Yuying Chen, Haoyang Ye, Jianhao Jiao, Peng Yun, Zhenhua Xu, Hengli Wang, Huaiyang Huang, Sukai Wang, Peide Cai, Yuxiang Sun, Yandong Liu, Lujia Wang, Ming Liu

CoRR, 2020