Yushen Liu

Best Publications

• Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network

  Xinhai Liu;Zhizhong Han;Yu-Shen Liu;Matthias Zwicker

  340
  Citations

• SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer

  Peng Xiang;Xin Wen;Yu-Shen Liu;Yan-Pei Cao

  293
  Citations

• Point Cloud Completion by Skip-Attention Network With Hierarchical Folding

  Xin Wen;Tianyang Li;Zhizhong Han;Yu-Shen Liu

  281
  Citations

• Development of a low-cost paper-based ELISA method for rapid Escherichia coli O157:H7 detection.

  Bo Pang;Chao Zhao;Li Li;Xiuling Song

  242
  Citations

• SeqViews2SeqLabels: Learning 3D Global Features via Aggregating Sequential Views by RNN With Attention

  Zhizhong Han;Mingyang Shang;Zhenbao Liu;Chi-Man Vong

  234
  Citations

• PMP-Net: Point Cloud Completion by Learning Multi-step Point Moving Paths

  Xin Wen;Peng Xiang;Zhizhong Han;Yan-Pei Cao

  197
  Citations

• The IFC-based path planning for 3D indoor spaces

  Unknown

  188
  Citations

• 3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN With Hierarchical Attention Aggregation

  Zhizhong Han;Honglei Lu;Zhenbao Liu;Chi-Man Vong

  177
  Citations

• Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds From Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction

  Zhizhong Han;Xiyang Wang;Yu-Shen Liu;Matthias Zwicker

  146
  Citations

• View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions

  Zhizhong Han;Mingyang Shang;Yu-Shen Liu;Matthias Zwicker

  144
  Citations

• Cycle4Completion: Unpaired Point Cloud Completion using Cycle Transformation with Missing Region Coding

  Xin Wen;Zhizhong Han;Yan-Pei Cao;Pengfei Wan

  117
  Citations

• Surface Reconstruction from Point Clouds by Learning Predictive Context Priors

  Unknown

  99
  Citations

• Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors

  Unknown

  98
  Citations

• A query expansion method for retrieving online BIM resources based on Industry Foundation Classes

  Unknown

  97
  Citations

• Snowflake Point Deconvolution for Point Cloud Completion and Generation With Skip-Transformer

  Unknown

  96
  Citations

• L2G Auto-encoder: Understanding Point Clouds by Local-to-Global Reconstruction with Hierarchical Self-Attention

  Xinhai Liu;Zhizhong Han;Xin Wen;Yu-Shen Liu

  94
  Citations

• Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds

  Unknown

  79
  Citations

• SPU-Net: Self-Supervised Point Cloud Upsampling by Coarse-to-Fine Reconstruction with Self-Projection Optimization.

  Xinhai Liu;Xinchen Liu;Zhizhong Han;Yu-Shen Liu

  75
  Citations

• BIMTag: Concept-based automatic semantic annotation of online BIM product resources

  Unknown

  73
  Citations

• 3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow

  Unknown

  71
  Citations