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Shuaicheng Niu

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

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Venues

ICML ×3AAAI ×2ACM MM ×2ICLR ×2CVPR ×1ECCV ×1ICCV ×1NeurIPS ×1

Frequent coauthors

Guohao Chen
×4
Hongbin Lin
×3
Yifan Zhang
×3
Shuguang Cui
×3
Zhen Li
×3
Mingkui Tan
×3
Zilu Guo
×2
Yafeng Li
×2
Yaofo Chen
×2
Tianyi Wang
×2
Peilin Zhao
×2
Pengcheng Wu
×2

Papers

  1. DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving
    AAAI 2026 ·
    Hongbin Lin
    ,
    Yiming Yang
    ,
    Chaoda Zheng
    ,
    Yifan Zhang
    , Shuaicheng Niu,
    Zilu Guo
    ,
    Yafeng Li
    ,
    Gui Gui
    ,
    Shuguang Cui
    ,
    Zhen Li
  2. Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations
    ACM MM 2025 ·
    Yiwen Liang
    ,
    Hui Chen
    ,
    Yizhe Xiong
    ,
    Zihan Zhou
    ,
    Mengyao Lyu
    ,
    Zijia Lin
    , Shuaicheng Niu,
    Sicheng Zhao
    ,
    Jungong Han
    ,
    Guiguang Ding
  3. DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation
    ICML 2025 ·
    Yunbei Zhang
    ,
    Akshay Mehra
    , Shuaicheng Niu,
    Jihun Hamm
  4. DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation
    CVPR 2025 ·
    Hongbin Lin
    ,
    Zilu Guo
    ,
    Yifan Zhang
    , Shuaicheng Niu,
    Yafeng Li
    ,
    Ruimao Zhang
    ,
    Shuguang Cui
    ,
    Zhen Li
  5. Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning
    ICLR 2025 ·
    Jingyuan Zhang
    ,
    Yiyang Duan
    , Shuaicheng Niu,
    Yang Cao
    ,
    Wei Yang Bryan Lim
  6. Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers
    AAAI 2025 ·
    Qi Deng
    , Shuaicheng Niu,
    Ronghao Zhang
    ,
    Yaofo Chen
    ,
    Runhao Zeng
    ,
    Jian Chen
    ,
    Xiping Hu
  7. NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping
    ICCV 2025 ·
    Tianyi Wang
    , Shuaicheng Niu,
    Harry Cheng
    ,
    Xiao Zhang
    ,
    Yinglong Wang
  8. Self-Bootstrapping for Versatile Test-Time Adaptation
    ICML 2025 · Shuaicheng Niu,
    Guohao Chen
    ,
    Peilin Zhao
    ,
    Tianyi Wang
    ,
    Pengcheng Wu
    ,
    Zhiqi Shen
  9. Test-Time Model Adaptation for Quantized Neural Networks
    ACM MM 2025 ·
    Zeshuai Deng
    ,
    Guohao Chen
    , Shuaicheng Niu,
    Hui Luo
    ,
    Shuhai Zhang
    ,
    Yifan Yang
    ,
    Renjie Chen
    ,
    Wei Luo
    ,
    Mingkui Tan
  10. Cross-Device Collaborative Test-Time Adaptation
    NeurIPS 2024 ·
    Guohao Chen
    , Shuaicheng Niu,
    Deyu Chen
    ,
    Shuhai Zhang
    ,
    Changsheng Li
    ,
    Yuanqing Li
    ,
    Mingkui Tan
  11. MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection
    ECCV 2024 ·
    Hongbin Lin
    ,
    Yifan Zhang
    , Shuaicheng Niu,
    Shuguang Cui
    ,
    Zhen Li
  12. Test-Time Model Adaptation with Only Forward Passes
    ICML 2024 · Shuaicheng Niu,
    Chunyan Miao
    ,
    Guohao Chen
    ,
    Pengcheng Wu
    ,
    Peilin Zhao
  13. Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation
    ICLR 2024 ·
    Yaofo Chen
    , Shuaicheng Niu,
    Yaowei Wang
    ,
    Shoukai Xu
    ,
    Hengjie Song
    ,
    Mingkui Tan