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Xialei Liu

12 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

CVPR ×4AAAI ×2ECCV ×2NeurIPS ×2ICCV ×1IJCAI ×1

Frequent coauthors

Ming-Ming Cheng
×8
Fei Yang
×4
Xusheng Cao
×4
Haori Lu
×4
Linlan Huang
×4
Enguang Wang
×3
Qibin Hou
×2
Zhimao Peng
×2
Zhengyuan Xie
×2
Jiang-Tian Zhai
×2
Xinbin Yuan
×1
Zhaohui Zheng
×1

Papers

  1. Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection
    AAAI 2026 ·
    Xinbin Yuan
    ,
    Zhaohui Zheng
    ,
    Yuxuan Li
    , Xialei Liu,
    Li Liu
    ,
    Xiang Li
    ,
    Qibin Hou
    ,
    Ming-Ming Cheng
  2. GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery
    CVPR 2025 ·
    Enguang Wang
    ,
    Zhimao Peng
    ,
    Zhengyuan Xie
    ,
    Fei Yang
    , Xialei Liu,
    Ming-Ming Cheng
  3. Hybrid Re-matching for Continual Learning with Parameter-Efficient Tuning
    NeurIPS 2025 ·
    Weicheng Wang
    ,
    Guoli Jia
    , Xialei Liu,
    Liang Lin
    ,
    Jufeng Yang
  4. KAC: Kolmogorov-Arnold Classifier for Continual Learning
    CVPR 2025 ·
    Yusong Hu
    ,
    Zichen Liang
    ,
    Fei Yang
    ,
    Qibin Hou
    , Xialei Liu,
    Ming-Ming Cheng
  5. Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning
    NeurIPS 2025 ·
    Xusheng Cao
    ,
    Haori Lu
    ,
    Linlan Huang
    ,
    Fei Yang
    , Xialei Liu,
    Ming-Ming Cheng
  6. Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning
    ICCV 2025 ·
    Linlan Huang
    ,
    Xusheng Cao
    ,
    Haori Lu
    ,
    Yifan Meng
    ,
    Fei Yang
    , Xialei Liu
  7. Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion
    ECCV 2024 ·
    Linlan Huang
    ,
    Xusheng Cao
    ,
    Haori Lu
    , Xialei Liu
  8. Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation
    ECCV 2024 ·
    Zhengyuan Xie
    ,
    Haiquan Lu
    ,
    Jia-Wen Xiao
    ,
    Enguang Wang
    ,
    Le Zhang
    , Xialei Liu
  9. Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning
    AAAI 2024 ·
    Jiang-Tian Zhai
    , Xialei Liu,
    Lu Yu
    ,
    Ming-Ming Cheng
  10. Generative Multi-modal Models are Good Class-Incremental Learners
    CVPR 2024 ·
    Xusheng Cao
    ,
    Haori Lu
    ,
    Linlan Huang
    , Xialei Liu,
    Ming-Ming Cheng
  11. Let's Start Over: Retraining with Selective Samples for Generalized Category Discovery
    IJCAI 2024 ·
    Zhimao Peng
    ,
    Enguang Wang
    , Xialei Liu,
    Ming-Ming Cheng
  12. Task-Adaptive Saliency Guidance for Exemplar-Free Class Incremental Learning
    CVPR 2024 · Xialei Liu,
    Jiang-Tian Zhai
    ,
    Andrew D. Bagdanov
    ,
    Ke Li
    ,
    Ming-Ming Cheng