High speed deep networks based on Discrete Cosine Transformation. - Xiaoyi Zou; Xiangmin Xu; Chunmei Qing; Xiaofen Xing (ICIP, 2014)

Scattering Wavelet Based Deep Network for Image Classification. - Wenyou Huang; Xiaoyi Zou; Rui Qiao (ICIMCS, 2017)

Sparse Cross-Scale Attention Network for Efficient LiDAR Panoptic Segmentation. - Shuangjie Xu; Rui Wan; Maosheng Ye; Xiaoyi Zou; Tongyi Cao (AAAI, 2022)

From One to Many: Dynamic Cross Attention Networks for LiDAR and Camera Fusion. - Rui Wan; Shuangjie Xu; Wei Wu; Xiaoyi Zou; Tongyi Cao (CoRR, 2022)

SVQNet: Sparse Voxel-Adjacent Query Network for 4D Spatio-Temporal LiDAR Semantic Segmentation. - Xuechao Chen; Shuangjie Xu; Xiaoyi Zou; Tongyi Cao; Dit-Yan Yeung; Lu Fang (ICCV, 2023)

Learning High-Resolution Vector Representation from Multi-camera Images for 3D Object Detection. - Zhili Chen; Shuangjie Xu; Maosheng Ye; Zian Qian; Xiaoyi Zou; Dit-Yan Yeung; Qifeng Chen (ECCV (35), 2024)

PriorMapNet: Enhancing Online Vectorized HD Map Construction with Priors. - Rongxuan Wang; Xin Lu; Xiaoyang Liu; Xiaoyi Zou; Tongyi Cao; Ying Li (CoRR, 2024)