DGANet: A Dilated Graph Attention-Based Network for Local Feature Extraction on 3D Point Clouds. - Jie Wan; Zhong Xie; Yongyang Xu; Ziyin Zeng; Ding Yuan; Qinjun Qiu (Remote. Sens., 2021)

Point Projection Network: A Multi-View-Based Point Completion Network with Encoder-Decoder Architecture. - Weichao Wu; Zhong Xie; Yongyang Xu; Ziyin Zeng; Jie Wan (Remote. Sens., 2021)

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)

LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD. - Ziyin Zeng; Yongyang Xu; Zhong Xie; Wei Tang; Jie Wan; Weichao Wu (CoRR, 2022)

RG-GCN: A Random Graph Based on Graph Convolution Network for Point Cloud Semantic Segmentation. - Ziyin Zeng; Yongyang Xu; Zhong Xie; Jie Wan; Weichao Wu; Wenxia Dai (Remote. Sens., 2022)

An Empirical Study of Frame Selection for Text-to-Video Retrieval. - Mengxia Wu; Min Cao; Yang Bai; Ziyin Zeng; Chen Chen 036; Liqiang Nie; Min Zhang 005 (EMNLP (Findings), 2023)

Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework. - Ziyin Zeng; Qingyong Hu; Zhong Xie; Jian Zhou 011; Yongyang Xu (CoRR, 2023)

PointNest: Learning Deep Multiscale Nested Feature Propagation for Semantic Segmentation of 3-D Point Clouds. - Jie Wan; Ziyin Zeng; Qinjun Qiu; Zhong Xie; Yongyang Xu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

LFEA-Net: semantic segmentation for urban point cloud scene via local feature extraction and aggregation. - Ziyin Zeng; Jian Zhou 011; Bijun Li; Youchen Tang; Maosheng Yan (Urban Inform., 2023)

Indoor 3D Point Cloud Segmentation Based on Multi-Constraint Graph Clustering. - Ziwei Luo; Zhong Xie; Jie Wan; Ziyin Zeng; Lu Liu; Liufeng Tao (Remote. Sens., 2023)

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)

An Empirical Study of CLIP for Text-Based Person Search. - Min Cao; Yang Bai; Ziyin Zeng; Mang Ye; Min Zhang 005 (AAAI, 2024)

TALDS-Net: Task-Aware Adaptive Local Descriptors Selection for Few-Shot Image Classification. - Qian Qiao; Yu Xie; Ziyin Zeng; Fanzhang Li (ICASSP, 2024)

Adaptive Feature Representation Based On Contrastive Learning For Few-Shot Classification. - Jiajie Fang; Qian Qiao; Ziyin Zeng; Fanzhang Li (IJCNN, 2024)

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)

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)

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)

PointNAT: Large-Scale Point Cloud Semantic Segmentation via Neighbor Aggregation With Transformer. - Ziyin Zeng; Huan Qiu; Jian Zhou 011; Zhen Dong 005; Jinsheng Xiao; Bijun Li (IEEE Trans. Geosci. Remote. Sens., 2024)

DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis. - Ziyin Zeng; Mingyue Dong; Jian Zhou 011; Huan Qiu; Zhen Dong 005; Man Luo; Bijun Li (CVPR, 2025)

Small but mighty: Enhancing 3D point clouds semantic segmentation with U-Next framework. - Ziyin Zeng; Qingyong Hu; Zhong Xie; Bijun Li; Jian Zhou 011; Yongyang Xu (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Dual-attention fusion point cloud completion with Spatially Aware Clustering. - Weichao Wu; Yongyang Xu; Ziyin Zeng; Zhong Xie (Expert Syst. Appl., 2025)

Revisiting the Learning Stage in Range View Representation for Autonomous Driving. - Jinsheng Xiao; Siyuan Wang; Jian Zhou 011; Ziyin Zeng; Man Luo; Ruijia Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

An Empirical Study of Validating Synthetic Data for Text-Based Person Retrieval. - Min Cao; Ziyin Zeng; YuXin Lu; Mang Ye; Dong Yi; Jinqiao Wang (CoRR, 2025)