PPaperPicks

Xiaoshui Huang

20 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3579-538X ↗Homepage ↗

Venues

AAAI ×7CVPR ×7ECCV ×2ICCV ×1IJCAI ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Wanli Ouyang
×9
Wentao Qu
×4
Yongshun Gong
×4
Tong He
×4
Yuenan Hou
×4
Guofeng Mei
×3
Yifan Zuo
×3
Liang Xiao
×3
Yilei Shi
×3
Yuming Fang
×2
Jing Wang
×2
Jiacheng Hao
×2

Papers

  1. Masked Clustering Prediction for Unsupervised Point Cloud Pre-training
    AAAI 2026 ·
    Bin Ren
    , Xiaoshui Huang,
    Mengyuan Liu
    ,
    Hong Liu
    ,
    Fabio Poiesi
    ,
    Nicu Sebe
    ,
    Guofeng Mei
  2. PanFoMa: A Lightweight Foundation Model and Benchmark for Pan-Cancer
    AAAI 2026 · Xiaoshui Huang,
    Tianlin Zhu
    ,
    Yifan Zuo
    ,
    Xue Xia
    ,
    Zonghan Wu
    ,
    Jiebin Yan
    ,
    Dingli Hua
    ,
    Zongyi Xu
    ,
    Yuming Fang
    ,
    Jian Zhang
  3. Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion
    AAAI 2026 ·
    Wentao Qu
    ,
    Guofeng Mei
    ,
    Jing Wang
    ,
    Yujiao Wu
    , Xiaoshui Huang,
    Liang Xiao
  4. An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models
    CVPR 2025 ·
    Wentao Qu
    ,
    Jing Wang
    ,
    Yongshun Gong
    , Xiaoshui Huang,
    Liang Xiao
  5. BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion
    CVPR 2025 ·
    Hao Guo
    , Xiaoshui Huang,
    Jiacheng Hao
    ,
    Yunpeng Bai
    ,
    Hongping Gan
    ,
    Yilei Shi
  6. LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search
    NAACL 2025 ·
    Di Zhang
    ,
    Jianbo Wu
    ,
    Jingdi Lei
    ,
    Tong Che
    ,
    Jiatong Li
    ,
    Tong Xie
    , Xiaoshui Huang,
    Shufei Zhang
    ,
    Marco Pavone
    ,
    Yuqiang Li
    ,
    Wanli Ouyang
    ,
    Dongzhan Zhou
  7. LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation
    AAAI 2025 ·
    Dongshuo Huang
    , Xiaoshui Huang,
    Chengdong Zhang
    ,
    Yilei Shi
  8. MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence
    ICCV 2025 ·
    Liyuan Deng
    ,
    Yunpeng Bai
    ,
    Yongkang Dai
    , Xiaoshui Huang,
    Hongping Gan
    ,
    Dongshuo Huang
    ,
    Jiacheng Hao
    ,
    Yilei Shi
  9. PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration
    AAAI 2025 · Xiaoshui Huang,
    Zhou Huang
    ,
    Yifan Zuo
    ,
    Yongshun Gong
    ,
    Chengdong Zhang
    ,
    Deyang Liu
    ,
    Yuming Fang
  10. Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation
    CVPR 2025 ·
    Shuling Zhao
    ,
    Fa-Ting Hong
    , Xiaoshui Huang,
    Dan Xu
  11. 3DBench: A Scalable 3D Benchmark and Instruction-Tuning Dataset
    IJCAI 2024 ·
    Junjie Zhang
    ,
    Tianci Hu
    , Xiaoshui Huang,
    Yongshun Gong
    ,
    Dan Zeng
  12. A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling
    CVPR 2024 ·
    Wentao Qu
    ,
    Yuantian Shao
    ,
    Lingwu Meng
    , Xiaoshui Huang,
    Liang Xiao
  13. DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
    NeurIPS 2024 ·
    Weicai Ye
    ,
    Chenhao Ji
    ,
    Zheng Chen
    ,
    Junyao Gao
    , Xiaoshui Huang,
    Song-Hai Zhang
    ,
    Wanli Ouyang
    ,
    Tong He
    ,
    Cairong Zhao
    ,
    Guofeng Zhang
  14. Frozen CLIP Transformer Is an Efficient Point Cloud Encoder
    AAAI 2024 · Xiaoshui Huang,
    Zhou Huang
    ,
    Sheng Li
    ,
    Wentao Qu
    ,
    Tong He
    ,
    Yuenan Hou
    ,
    Yifan Zuo
    ,
    Wanli Ouyang
  15. GVGEN: Text-to-3D Generation with Volumetric Representation
    ECCV 2024 ·
    Xianglong He
    ,
    Junyi Chen
    ,
    Sida Peng
    ,
    Di Huang
    ,
    Yangguang Li
    , Xiaoshui Huang,
    Chun Yuan
    ,
    Wanli Ouyang
    ,
    Tong He
  16. Point Cloud Pre-Training with Diffusion Models
    CVPR 2024 ·
    Xiao Zheng
    , Xiaoshui Huang,
    Guofeng Mei
    ,
    Yuenan Hou
    ,
    Zhaoyang Lyu
    ,
    Bo Dai
    ,
    Wanli Ouyang
    ,
    Yongshun Gong
  17. Semi-supervised 3D Object Detection with PatchTeacher and PillarMix
    AAAI 2024 ·
    Xiaopei Wu
    ,
    Liang Peng
    ,
    Liang Xie
    ,
    Yuenan Hou
    ,
    Binbin Lin
    , Xiaoshui Huang,
    Haifeng Liu
    ,
    Deng Cai
    ,
    Wanli Ouyang
  18. TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation
    CVPR 2024 ·
    Xiaopei Wu
    ,
    Yuenan Hou
    , Xiaoshui Huang,
    Binbin Lin
    ,
    Tong He
    ,
    Xinge Zhu
    ,
    Yuexin Ma
    ,
    Boxi Wu
    ,
    Haifeng Liu
    ,
    Deng Cai
    ,
    Wanli Ouyang
  19. Taming Stable Diffusion for Text to 360° Panorama Image Generation
    CVPR 2024 ·
    Cheng Zhang
    ,
    Qianyi Wu
    ,
    Camilo Cruz Gambardella
    , Xiaoshui Huang,
    Dinh Phung
    ,
    Wanli Ouyang
    ,
    Jianfei Cai
  20. UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation
    ECCV 2024 ·
    Zexiang Liu
    ,
    Yangguang Li
    ,
    Youtian Lin
    ,
    Xin Yu
    ,
    Sida Peng
    ,
    Yan-Pei Cao
    ,
    Xiaojuan Qi
    , Xiaoshui Huang,
    Ding Liang
    ,
    Wanli Ouyang