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Wei Niu

12 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

CVPR ×3NeurIPS ×3AAAI ×2ICLR ×2ECCV ×1S&P ×1

Frequent coauthors

Pu Zhao
×6
Yanzhi Wang
×6
Xuan Shen
×5
Yifan Gong
×4
Changdi Yang
×4
Zhenglun Kong
×4
Miao Yin
×3
Zhihao Shu
×3
Zheng Zhan
×3
Yushu Wu
×3
Wenqi Jia
×2
Henghui Ding
×2

Papers

  1. MetaBreak: Jailbreaking Online LLM Services via Special Token Manipulation
    S&P 2026 ·
    Wentian Zhu
    ,
    Zhen Xiang
    , Wei Niu,
    Le Guan
  2. AdaCM2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction
    CVPR 2025 ·
    Yuanbin Man
    ,
    Ying Huang
    ,
    Chengming Zhang
    ,
    Bingzhe Li
    , Wei Niu,
    Miao Yin
  3. GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting
    CVPR 2025 ·
    Yangming Zhang
    ,
    Wenqi Jia
    , Wei Niu,
    Miao Yin
  4. LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
    AAAI 2025 ·
    Xuan Shen
    ,
    Zhao Song
    ,
    Yufa Zhou
    ,
    Bo Chen
    ,
    Yanyu Li
    ,
    Yifan Gong
    ,
    Kai Zhang
    ,
    Hao Tan
    ,
    Jason Kuen
    ,
    Henghui Ding
    ,
    Zhihao Shu
    , Wei Niu,
    Pu Zhao
    ,
    Yanzhi Wang
    ,
    Jiuxiang Gu
  5. QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
    CVPR 2025 ·
    Xuan Shen
    ,
    Weize Ma
    ,
    Jing Liu
    ,
    Changdi Yang
    ,
    Rui Ding
    ,
    Quanyi Wang
    ,
    Henghui Ding
    , Wei Niu,
    Yanzhi Wang
    ,
    Pu Zhao
    ,
    Jun Lin
    ,
    Jiuxiang Gu
  6. Sparse Learning for State Space Models on Mobile
    ICLR 2025 ·
    Xuan Shen
    ,
    Hangyu Zheng
    ,
    Yifan Gong
    ,
    Zhenglun Kong
    ,
    Changdi Yang
    ,
    Zheng Zhan
    ,
    Yushu Wu
    ,
    Xue Lin
    ,
    Yanzhi Wang
    ,
    Pu Zhao
    , Wei Niu
  7. Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment
    AAAI 2025 ·
    Jun Liu
    ,
    Zhenglun Kong
    ,
    Pu Zhao
    ,
    Changdi Yang
    ,
    Xuan Shen
    ,
    Hao Tang
    ,
    Geng Yuan
    , Wei Niu,
    Wenbin Zhang
    ,
    Xue Lin
    ,
    Dong Huang
    ,
    Yanzhi Wang
  8. Data Overfitting for On-device Super-Resolution with Dynamic Algorithm and Compiler Co-design
    ECCV 2024 ·
    Gen Li
    ,
    Zhihao Shu
    ,
    Jie Ji
    ,
    Minghai Qin
    ,
    Fatemeh Afghah
    , Wei Niu,
    Xiaolong Ma
  9. Exploring Token Pruning in Vision State Space Models
    NeurIPS 2024 ·
    Zheng Zhan
    ,
    Zhenglun Kong
    ,
    Yifan Gong
    ,
    Yushu Wu
    ,
    Zichong Meng
    ,
    Hangyu Zheng
    ,
    Xuan Shen
    ,
    Stratis Ioannidis
    , Wei Niu,
    Pu Zhao
    ,
    Yanzhi Wang
  10. Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
    NeurIPS 2024 ·
    Zheng Zhan
    ,
    Yushu Wu
    ,
    Yifan Gong
    ,
    Zichong Meng
    ,
    Zhenglun Kong
    ,
    Changdi Yang
    ,
    Geng Yuan
    ,
    Pu Zhao
    , Wei Niu,
    Yanzhi Wang
  11. NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization
    ICLR 2024 ·
    Gen Li
    ,
    Lu Yin
    ,
    Jie Ji
    , Wei Niu,
    Minghai Qin
    ,
    Bin Ren
    ,
    Linke Guo
    ,
    Shiwei Liu
    ,
    Xiaolong Ma
  12. Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
    NeurIPS 2024 ·
    Zhihao Shu
    ,
    Xiaowei Yu
    ,
    Zihao Wu
    ,
    Wenqi Jia
    ,
    Yinchen Shi
    ,
    Miao Yin
    ,
    Tianming Liu
    ,
    Dajiang Zhu
    , Wei Niu