PPaperPicks

Yu-Shen Liu

32 papers at tracked venues · 26 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Zhizhong Han
×20
Junsheng Zhou
×12
Wenyuan Zhang
×7
Weiqi Zhang
×6
Baorui Ma
×6
Ge Gao
×5
Ming Gu
×5
Chao Chen
×5
Kanle Shi
×5
Liang Han
×4
Han Huang
×4
Yi Fang
×4

Papers

  1. VGGS: VGGT-guided Gaussian Splatting for Efficient and Faithful Sparse-View Surface Reconstruction
    AAAI 2026 ·
    Peng Xiang
    ,
    Liang Han
    ,
    Hui Zhang
    , Yu-Shen Liu,
    Zhizhong Han
  2. FatesGS: Fast and Accurate Sparse-View Surface Reconstruction Using Gaussian Splatting with Depth-Feature Consistency
    AAAI 2025 ·
    Han Huang
    ,
    Yulun Wu
    ,
    Chao Deng
    ,
    Ge Gao
    ,
    Ming Gu
    , Yu-Shen Liu
  3. GAP: Gaussianize Any Point Clouds with Text Guidance
    ICCV 2025 ·
    Weiqi Zhang
    ,
    Junsheng Zhou
    ,
    Haotian Geng
    ,
    Wenyuan Zhang
    , Yu-Shen Liu
  4. GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting
    CVPR 2025 ·
    Shujuan Li
    , Yu-Shen Liu,
    Zhizhong Han
  5. Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation
    CVPR 2025 ·
    Takeshi Noda
    ,
    Chao Chen
    ,
    Junsheng Zhou
    ,
    Weiqi Zhang
    , Yu-Shen Liu,
    Zhizhong Han
  6. Learning Normals of Noisy Points by Local Gradient-Aware Surface Filtering
    ICCV 2025 ·
    Qing Li
    ,
    Huifang Feng
    ,
    Xun Gong
    , Yu-Shen Liu
  7. MaterialRefGS: Reflective Gaussian Splatting with Multi-view Consistent Material Inference
    NeurIPS 2025 ·
    Wenyuan Zhang
    ,
    Jimin Tang
    ,
    Weiqi Zhang
    ,
    Yi Fang
    , Yu-Shen Liu,
    Zhizhong Han
  8. MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction
    CVPR 2025 ·
    Wenyuan Zhang
    ,
    Yixiao Yang
    ,
    Han Huang
    ,
    Liang Han
    ,
    Kanle Shi
    , Yu-Shen Liu,
    Zhizhong Han
  9. NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene Reconstruction
    CVPR 2025 ·
    Wenyuan Zhang
    ,
    Emily Yue-ting Jia
    ,
    Junsheng Zhou
    ,
    Baorui Ma
    ,
    Kanle Shi
    , Yu-Shen Liu,
    Zhizhong Han
  10. Sharpening Neural Implicit Functions with Frequency Consolidation Priors
    AAAI 2025 ·
    Chao Chen
    , Yu-Shen Liu,
    Zhizhong Han
  11. Socially-Aware Robot Navigation Enhanced by Bidirectional Natural Language Conversations Using Large Language Models
    IROS 2025 ·
    Congcong Wen
    ,
    Yifan Liu
    ,
    Geeta Chandra Raju Bethala
    ,
    Shuaihang Yuan
    ,
    Hao Huang
    ,
    Yu Hao
    ,
    Mengyu Wang
    , Yu-Shen Liu,
    Anthony Tzes
    ,
    Yi Fang
  12. Sparis: Neural Implicit Surface Reconstruction of Indoor Scenes from Sparse Views
    AAAI 2025 ·
    Yulun Wu
    ,
    Han Huang
    ,
    Wenyuan Zhang
    ,
    Chao Deng
    ,
    Ge Gao
    ,
    Ming Gu
    , Yu-Shen Liu
  13. SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies
    ICCV 2025 ·
    Liang Han
    ,
    Xu Zhang
    ,
    Haichuan Song
    ,
    Kanle Shi
    , Yu-Shen Liu,
    Zhizhong Han
  14. U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching
    NeurIPS 2025 ·
    Junsheng Zhou
    ,
    Xingyu Shi
    ,
    Haichuan Song
    ,
    Yi Fang
    , Yu-Shen Liu,
    Zhizhong Han
  15. VA-GS: Enhancing the Geometric Representation of Gaussian Splatting via View Alignment
    NeurIPS 2025 ·
    Qing Li
    ,
    Huifang Feng
    ,
    Xun Gong
    , Yu-Shen Liu
  16. 3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds
    ICRA 2024 ·
    Junsheng Zhou
    ,
    Xin Wen
    ,
    Baorui Ma
    , Yu-Shen Liu,
    Yue Gao
    ,
    Yi Fang
    ,
    Zhizhong Han
  17. Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
    NeurIPS 2024 ·
    Liang Han
    ,
    Junsheng Zhou
    , Yu-Shen Liu,
    Zhizhong Han
  18. DiffGS: Functional Gaussian Splatting Diffusion
    NeurIPS 2024 ·
    Junsheng Zhou
    ,
    Weiqi Zhang
    , Yu-Shen Liu
  19. EMBOSR: Embodied Spatial Reasoning for Enhanced Situated Question Answering in 3D Scenes
    IROS 2024 ·
    Yu Hao
    ,
    Fan Yang
    ,
    Nicholas Fang
    , Yu-Shen Liu
  20. GridFormer: Point-Grid Transformer for Surface Reconstruction
    AAAI 2024 ·
    Shengtao Li
    ,
    Ge Gao
    ,
    Yudong Liu
    , Yu-Shen Liu,
    Ming Gu
  21. Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds
    ECCV 2024 ·
    Shengtao Li
    ,
    Ge Gao
    ,
    Yudong Liu
    ,
    Ming Gu
    , Yu-Shen Liu
  22. Inferring 3D Occupancy Fields through Implicit Reasoning on Silhouette Images
    ACM MM 2024 ·
    Baorui Ma
    , Yu-Shen Liu,
    Matthias Zwicker
    ,
    Zhizhong Han
  23. Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors
    NeurIPS 2024 ·
    Chao Chen
    , Yu-Shen Liu,
    Zhizhong Han
  24. Learning Continuous Implicit Field with Local Distance Indicator for Arbitrary-Scale Point Cloud Upsampling
    AAAI 2024 ·
    Shujuan Li
    ,
    Junsheng Zhou
    ,
    Baorui Ma
    , Yu-Shen Liu,
    Zhizhong Han
  25. Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes
    ECCV 2024 ·
    Chao Chen
    , Yu-Shen Liu,
    Zhizhong Han
  26. Learning Unsigned Distance Functions from Multi-view Images with Volume Rendering Priors
    ECCV 2024 ·
    Wenyuan Zhang
    ,
    Kanle Shi
    , Yu-Shen Liu,
    Zhizhong Han
  27. MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
    NeurIPS 2024 ·
    Takeshi Noda
    ,
    Chao Chen
    ,
    Weiqi Zhang
    ,
    Xinhai Liu
    , Yu-Shen Liu,
    Zhizhong Han
  28. NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views
    AAAI 2024 ·
    Han Huang
    ,
    Yulun Wu
    ,
    Junsheng Zhou
    ,
    Ge Gao
    ,
    Ming Gu
    , Yu-Shen Liu
  29. Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
    NeurIPS 2024 ·
    Wenyuan Zhang
    , Yu-Shen Liu,
    Zhizhong Han
  30. UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion
    CVPR 2024 ·
    Junsheng Zhou
    ,
    Weiqi Zhang
    ,
    Baorui Ma
    ,
    Kanle Shi
    , Yu-Shen Liu,
    Zhizhong Han
  31. Uni3D: Exploring Unified 3D Representation at Scale
    ICLR 2024 ·
    Junsheng Zhou
    ,
    Jinsheng Wang
    ,
    Baorui Ma
    , Yu-Shen Liu,
    Tiejun Huang
    ,
    Xinlong Wang
  32. Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
    NeurIPS 2024 ·
    Junsheng Zhou
    , Yu-Shen Liu,
    Zhizhong Han