Shuaicheng Niu

Venues

Frequent coauthors

Papers

1. DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving
   AAAI 2026 ·

   Hongbin Lin

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2. Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations
   ACM MM 2025 ·

   Yiwen Liang

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3. DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation
   ICML 2025 ·

   Yunbei Zhang

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4. DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation
   CVPR 2025 ·

   Hongbin Lin

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5. Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning
   ICLR 2025 ·

   Jingyuan Zhang

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6. Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers
   AAAI 2025 ·

   Qi Deng

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7. NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping
   ICCV 2025 ·

   Tianyi Wang

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8. Self-Bootstrapping for Versatile Test-Time Adaptation
   ICML 2025 · Shuaicheng Niu
9. Test-Time Model Adaptation for Quantized Neural Networks
   ACM MM 2025 ·

   Zeshuai Deng

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10. Cross-Device Collaborative Test-Time Adaptation
    NeurIPS 2024 ·

    Guohao Chen

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11. MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection
    ECCV 2024 ·

    Hongbin Lin

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12. Test-Time Model Adaptation with Only Forward Passes
    ICML 2024 · Shuaicheng Niu
13. Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation
    ICLR 2024 ·

    Yaofo Chen

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