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Xiaolin Huang

12 papers at tracked venues · 9 at CORE A* · active 2024–2025

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Venues

CVPR ×2ICLR ×2ICML ×2NeurIPS ×2AAAI ×1ECCV ×1ECML-PKDD ×1IROS ×1

Frequent coauthors

Zhengbao He
×5
Xinwen Cheng
×4
Tao Li
×3
Mingzhen He
×3
Ruikai Yang
×3
Xinyu Geng
×2
Jiaming Wang
×2
Fanglin Chen
×2
Jun Xu
×2
Hanling Tian
×2
Yingwen Wu
×2
Zhehao Huang
×2

Papers

  1. Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape
    ICML 2025 ·
    Tao Li
    ,
    Zhengbao He
    ,
    Yujun Li
    ,
    Yasheng Wang
    ,
    Lifeng Shang
    , Xiaolin Huang
  2. ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis
    AAAI 2025 ·
    Xinyu Geng
    ,
    Jiaming Wang
    , Xiaolin Huang,
    Fanglin Chen
    ,
    Jun Xu
  3. Primphormer: Efficient Graph Transformers with Primal Representations
    ICML 2025 ·
    Mingzhen He
    ,
    Ruikai Yang
    ,
    Hanling Tian
    ,
    Youmei Qiu
    , Xiaolin Huang
  4. Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
    ICLR 2025 ·
    Yingwen Wu
    ,
    Ruiji Yu
    ,
    Xinwen Cheng
    ,
    Zhengbao He
    , Xiaolin Huang
  5. SEB-Naver: A SE(2)-based Local Navigation Framework for Car-like Robots on Uneven Terrain
    IROS 2025 ·
    Xiaoying Li
    ,
    Long Xu
    , Xiaolin Huang,
    Donglai Xue
    ,
    Zhihao Zhang
    ,
    Zhichao Han
    ,
    Chao Xu
    ,
    Yanjun Cao
    ,
    Fei Gao
  6. Simulating Training Dynamics to Reconstruct Training Data from Deep Neural Networks
    ICLR 2025 ·
    Hanling Tian
    ,
    Yuhang Liu
    ,
    Mingzhen He
    ,
    Zhengbao He
    ,
    Zhehao Huang
    ,
    Ruikai Yang
    , Xiaolin Huang
  7. Stimulating Catastrophic Forgetting in Class-Wise Unlearning via UAP
    ECML-PKDD 2025 ·
    Wenxing Zhou
    ,
    Xinwen Cheng
    ,
    Yingwen Wu
    ,
    Ruikai Yang
    , Xiaolin Huang
  8. Friendly Sharpness-Aware Minimization
    CVPR 2024 ·
    Tao Li
    ,
    Pan Zhou
    ,
    Zhengbao He
    ,
    Xinwen Cheng
    , Xiaolin Huang
  9. Kernel PCA for Out-of-Distribution Detection
    NeurIPS 2024 ·
    Kun Fang
    ,
    Qinghua Tao
    ,
    Kexin Lv
    ,
    Mingzhen He
    , Xiaolin Huang,
    Jie Yang
  10. Learning Scalable Model Soup on a Single GPU: An Efficient Subspace Training Strategy
    ECCV 2024 ·
    Tao Li
    ,
    Weisen Jiang
    ,
    Fanghui Liu
    , Xiaolin Huang,
    James T. Kwok
  11. OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning
    CVPR 2024 ·
    Xinyu Geng
    ,
    Jiaming Wang
    ,
    Jiawei Gong
    ,
    Yuerong Xue
    ,
    Jun Xu
    ,
    Fanglin Chen
    , Xiaolin Huang
  12. Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement
    NeurIPS 2024 ·
    Zhehao Huang
    ,
    Xinwen Cheng
    ,
    JingHao Zheng
    ,
    Haoran Wang
    ,
    Zhengbao He
    ,
    Tao Li
    , Xiaolin Huang