Semantic Consistency Reasoning for 3-D Object Detection in Point Clouds.

Zhimin Liao

Wenwen Wei Ping Wei 0001 Zhimin Liao Jialu Qin Xiang Cheng 0001 Meiqin Liu 0001 Nanning Zheng 0001 Semantic Consistency Reasoning for 3-D Object Detection in Point Clouds. 3356-3369 2025 February 36 IEEE Trans. Neural Networks Learn. Syst. 2 https://doi.org/10.1109/TNNLS.2023.3341097 db/journals/tnn/tnn36.html#WeiWLQCLZ25 streams/journals/tnn

Zhimin Liao Ping Wei 0001 Shuaijia Chen Haoxuan Wang Ziyang Ren STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction. 1516-1526 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Liao_STCOcc_Sparse_Spatial-Temporal_Cascade_Renovation_for_3D_Occupancy_and_Scene_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.00149 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#Liao0CWR25 Zhimin Liao Ping Wei 0001 Ruijie Zhang Shuaijia Chen Haoxuan Wang Ziyang Ren $I^{\mathbf{2}}$-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting. 2025 ICCV 25810-25819 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.02394 db/conf/iccv/iccv2025.html#LiaoWZCWR25 streams/conf/iccv Sen Wang Jingyi Tian Le Wang 0003 Zhimin Liao Jiayi Li Huaiyi Dong Kun Xia Sanping Zhou Wei Tang 0016 Gang Hua 0001 SAMPO: Scale-wise Autoregression with Motion Prompt for Generative World Models. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/829609778426c334d005d5ab235c2301-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#WangTWLLDXZTH25

Zhimin Liao Ping Wei 0001 Shuaijia Chen Haoxuan Wang Ziyang Ren STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction. 2025 April abs/2504.19749 CoRR https://doi.org/10.48550/arXiv.2504.19749 db/journals/corr/corr2504.html#abs-2504-19749 streams/journals/corr

Zhimin Liao Ping Wei 0001 Ruijie Zhang Shuaijia Chen Haoxuan Wang Ziyang Ren I<sup>2</sup>-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting. 2025 July abs/2507.09144 CoRR https://doi.org/10.48550/arXiv.2507.09144 db/journals/corr/corr2507.html#abs-2507-09144 streams/journals/corr

Sen Wang Jingyi Tian Le Wang 0003 Zhimin Liao Jiayi Li Huaiyi Dong Kun Xia Sanping Zhou Wei Tang 0016 Gang Hua 0001 SAMPO:Scale-wise Autoregression with Motion PrOmpt for generative world models. 2025 September abs/2509.15536 CoRR https://doi.org/10.48550/arXiv.2509.15536 db/journals/corr/corr2509.html#abs-2509-15536 streams/journals/corr

Wenwen Wei Ping Wei 0001 Jialu Qin Zhimin Liao Shuaijie Wang Xiang Cheng 0001 Meiqin Liu 0001 Nanning Zheng 0001 3D Scene Graph Generation From Point Clouds. 5358-5368 2024 26 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2023.3331583 db/journals/tmm/tmm26.html#WeiWQLWCLZ24

Haoxuan Wang Ping Wei 0001 Shuaijia Chen Zhimin Liao Jialu Qin Local-to-Global Perception Network for Point Cloud Segmentation. 1-6 2024 ICME https://doi.org/10.1109/ICME57554.2024.10687969 conf/icmcs/2024 db/conf/icmcs/icme2024.html#Wang0CLQ24 Shuaijia Chen Xiang Cheng 0001 Huaiyi Dong Gang Hua 0001 Jiayi Li Meiqin Liu 0001 Jialu Qin Ziyang Ren Wei Tang 0016 Jingyi Tian Haoxuan Wang Le Wang 0003 Sen Wang Shuaijie Wang Ping Wei 0001 Wenwen Wei Kun Xia Ruijie Zhang Nanning Zheng 0001 Sanping Zhou