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Peisong Wang

10 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

ACL ×4AAAI ×2EMNLP ×1ICML ×1NeurIPS ×1WACV ×1

Frequent coauthors

Jian Cheng
×9
Zhengyang Zhuge
×3
Qinghao Hu
×3
Yuanteng Chen
×3
Zhangming Li
×2
Yuantian Shao
×2
Tianqi Chen
×2
Weixiang Xu
×2
Zeyu Zhu
×2
Jiahe Qian
×1
Renxing Chen
×1
Ziwei Xiang
×1

Papers

  1. A Universal Self-Attention Enhancement for Bridging Low-bit Quantization and Vision Transformers
    WACV 2026 ·
    Jiahe Qian
    , Peisong Wang,
    Zhengyang Zhuge
    ,
    Qinghao Hu
    ,
    Jian Cheng
  2. FARSS: Fisher-Optimized Adaptive Low-Rank and Singular-Vector Selection for Knowledge-Preserving Fine-Tuning
    ACL 2026 ·
    Renxing Chen
    ,
    Ziwei Xiang
    , Peisong Wang,
    Hongjian Fang
    ,
    Meng Li
    ,
    Fanhu Zeng
    ,
    Yanan Zhu
    ,
    Peipei Yang
    ,
    Xu-Yao Zhang
    ,
    Jian Cheng
  3. MemeBQ: Memory Efficient Binary Quantization of LLMs
    AAAI 2026 ·
    Yuanhui Wang
    ,
    Kunlong Liu
    ,
    Minnan Pei
    ,
    Zhangming Li
    , Peisong Wang,
    Qinghao Hu
  4. DartQuant: Efficient Rotational Distribution Calibration for LLM Quantization
    NeurIPS 2025 ·
    Yuantian Shao
    ,
    Yuanteng Chen
    , Peisong Wang,
    Jianlin Yu
    ,
    Jing Lin
    ,
    Yiwu Yao
    ,
    Zhihui Wei
    ,
    Jian Cheng
  5. EAC-MoE: Expert-Selection Aware Compressor for Mixture-of-Experts Large Language Models
    ACL 2025 ·
    Yuanteng Chen
    ,
    Yuantian Shao
    , Peisong Wang,
    Jian Cheng
  6. LoRaDA: Low-Rank Direct Attention Adaptation for Efficient LLM Fine-tuning
    EMNLP 2025 ·
    Zhangming Li
    ,
    Qinghao Hu
    ,
    Yiqun Chen
    , Peisong Wang,
    Yifan Zhang
    ,
    Jian Cheng
  7. Q-Mamba: Towards more efficient Mamba models via post-training quantization
    ACL 2025 ·
    Tianqi Chen
    ,
    Yuanteng Chen
    , Peisong Wang,
    Weixiang Xu
    ,
    Zeyu Zhu
    ,
    Jian Cheng
  8. RQT: Hierarchical Residual Quantization for Multi-Model Compression
    ACL 2025 ·
    Tianqi Chen
    , Peisong Wang,
    Weixiang Xu
    ,
    Zeyu Zhu
    ,
    Jian Cheng
  9. Patch-Aware Sample Selection for Efficient Masked Image Modeling
    AAAI 2024 ·
    Zhengyang Zhuge
    ,
    Jiaxing Wang
    ,
    Yong Li
    ,
    Yongjun Bao
    , Peisong Wang,
    Jian Cheng
  10. Towards Efficient Spiking Transformer: a Token Sparsification Framework for Training and Inference Acceleration
    ICML 2024 ·
    Zhengyang Zhuge
    , Peisong Wang,
    Xingting Yao
    ,
    Jian Cheng