Wei Niu

Venues

Frequent coauthors

Papers

1. AdaCM2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction
   CVPR 2025 ·

   Yuanbin Man

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2. GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting
   CVPR 2025 ·

   Yangming Zhang

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3. LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
   AAAI 2025 ·

   Xuan Shen

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4. QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
   CVPR 2025 ·

   Xuan Shen

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5. Sparse Learning for State Space Models on Mobile
   ICLR 2025 ·

   Xuan Shen

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6. Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment
   AAAI 2025 ·

   Jun Liu

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7. Data Overfitting for On-device Super-Resolution with Dynamic Algorithm and Compiler Co-design
   ECCV 2024 ·

   Gen Li

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8. Exploring Token Pruning in Vision State Space Models
   NeurIPS 2024 ·

   Zheng Zhan

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9. Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
   NeurIPS 2024 ·

   Zheng Zhan

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10. NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization
    ICLR 2024 ·

    Gen Li

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11. Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
    NeurIPS 2024 ·

    Zhihao Shu

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