Ziyin Zeng

PhD student, Wuhan University

Joined

April 2022

Names

Ziyin Zeng (Preferred)

Emails

****@cug.edu.cn (Confirmed)

,

****@whu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Wuhan University (whu.edu.cn)

2023 – 2026

MS student

China University of Geosciences Wuhan (cug.edu.cn)

2020 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2023 – Present

Expertise

3D Point Cloud

2021 – Present

Deep Learning

2021 – Present

Publications

Revisiting the Learning Stage in Range View Representation for Autonomous Driving
Jinsheng Xiao, Siyuan Wang, Jian Zhou, Ziyin Zeng, Man Luo, Ruijia Chen
- IEEE Trans. Geosci. Remote. Sens. 2025
- Readers: Everyone
Dual-attention fusion point cloud completion with Spatially Aware Clustering
Weichao Wu, Yongyang Xu, Ziyin Zeng, Zhong Xie
- Expert Syst. Appl. 2025
- Readers: Everyone
Small but mighty: Enhancing 3D point clouds semantic segmentation with U-Next framework
Ziyin Zeng, Qingyong Hu, Zhong Xie, Bijun Li, Jian Zhou, Yongyang Xu
- Int. J. Appl. Earth Obs. Geoinformation 2025
- Readers: Everyone
DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis
Ziyin Zeng, Mingyue Dong, Jian Zhou, Huan Qiu, Zhen Dong, Man Luo, Bijun Li
- CVPR 2025
- Readers: Everyone
Large-scale point cloud semantic segmentation via local perception and global descriptor vector
Ziyin Zeng, Yongyang Xu, Zhong Xie, Wei Tang, Jie Wan, Weichao Wu
- Expert Syst. Appl. 2024
- Readers: Everyone
PointNAT: Large-Scale Point Cloud Semantic Segmentation via Neighbor Aggregation With Transformer
Ziyin Zeng, Huan Qiu, Jian Zhou, Zhen Dong, Jinsheng Xiao, Bijun Li
- IEEE Trans. Geosci. Remote. Sens. 2024
- Readers: Everyone
Dense Dual-Branch Cross Attention Network for Semantic Segmentation of Large-Scale Point Clouds
Ziwei Luo, Ziyin Zeng, Wei Tang, Jie Wan, Zhong Xie, Yongyang Xu
- IEEE Trans. Geosci. Remote. Sens. 2024
- Readers: Everyone
D2T-Net: A dual-domain transformer network exploiting spatial and channel dimensions for semantic segmentation of urban mobile laser scanning point clouds
Ziwei Luo, Ziyin Zeng, Jie Wan, Wei Tang, Zhongge Jin, Zhong Xie, Yongyang Xu
- Int. J. Appl. Earth Obs. Geoinformation 2024
- Readers: Everyone
NeiEA-NET: Semantic segmentation of large-scale point cloud scene via neighbor enhancement and aggregation
Yongyang Xu, Wei Tang, Ziyin Zeng, Weichao Wu, Jie Wan, Han Guo, Zhong Xie
- Int. J. Appl. Earth Obs. Geoinformation 2023
- Readers: Everyone
LEARD-Net: Semantic segmentation for large-scale point cloud scene
Ziyin Zeng, Yongyang Xu, Zhong Xie, Wei Tang, Jie Wan, Weichao Wu
- Int. J. Appl. Earth Obs. Geoinformation 2022
- Readers: Everyone

Co-Authors