PPaperPicks

Zhenglun Kong

11 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3AAAI ×2EMNLP ×2ICLR ×2IJCAI ×1WACV ×1

Frequent coauthors

Yanzhi Wang
×10
Pu Zhao
×9
Xue Lin
×7
Xuan Shen
×7
Yifan Gong
×5
Zheng Zhan
×5
Yushu Wu
×5
Changdi Yang
×4
Wei Niu
×4
Geng Yuan
×3
Pinrui Yu
×3
Jun Liu
×2

Papers

  1. Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning
    ICLR 2025 ·
    Sheng Li
    ,
    Qitao Tan
    ,
    Yue Dai
    , Zhenglun Kong,
    Tianyu Wang
    ,
    Jun Liu
    ,
    Ao Li
    ,
    Ninghao Liu
    ,
    Yufei Ding
    ,
    Xulong Tang
    ,
    Geng Yuan
  2. Q-TempFusion: Quantization-Aware Temporal Multi-Sensor Fusion on Bird's-Eye View Representation
    WACV 2025 ·
    Pinrui Yu
    , Zhenglun Kong,
    Pu Zhao
    ,
    Peiyan Dong
    ,
    Hao Tang
    ,
    Fei Sun
    ,
    Xue Lin
    ,
    Yanzhi Wang
  3. 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
  4. 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
  5. Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
    AAAI 2024 ·
    Xuan Shen
    ,
    Peiyan Dong
    ,
    Lei Lu
    , Zhenglun Kong,
    Zhengang Li
    ,
    Ming Lin
    ,
    Chao Wu
    ,
    Yanzhi Wang
  6. 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
  7. 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
  8. FasterVD: On Acceleration of Video Diffusion Models
    IJCAI 2024 ·
    Pinrui Yu
    ,
    Dan Luo
    ,
    Timothy Rupprecht
    ,
    Lei Lu
    , Zhenglun Kong,
    Pu Zhao
    ,
    Yanyu Li
    ,
    Octavia I. Camps
    ,
    Xue Lin
    ,
    Yanzhi Wang
  9. Pruning Foundation Models for High Accuracy without Retraining
    EMNLP 2024 ·
    Pu Zhao
    ,
    Fei Sun
    ,
    Xuan Shen
    ,
    Pinrui Yu
    , Zhenglun Kong,
    Yanzhi Wang
    ,
    Xue Lin
  10. Rethinking Token Reduction for State Space Models
    EMNLP 2024 ·
    Zheng Zhan
    ,
    Yushu Wu
    , Zhenglun Kong,
    Changdi Yang
    ,
    Yifan Gong
    ,
    Xuan Shen
    ,
    Xue Lin
    ,
    Pu Zhao
    ,
    Yanzhi Wang
  11. Search for Efficient Large Language Models
    NeurIPS 2024 ·
    Xuan Shen
    ,
    Pu Zhao
    ,
    Yifan Gong
    , Zhenglun Kong,
    Zheng Zhan
    ,
    Yushu Wu
    ,
    Ming Lin
    ,
    Chao Wu
    ,
    Xue Lin
    ,
    Yanzhi Wang