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Dawei Yang

17 papers at tracked venues · 15 at CORE A* · active 2024–2026

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Venues

AAAI ×4ACL ×2CVPR ×2ICLR ×2ICML ×2ACM MM ×1ICCV ×1ICRA ×1MICCAI ×1NeurIPS ×1

Frequent coauthors

Zhihang Yuan
×10
Sifan Zhou
×9
Xing Hu
×9
Zukang Xu
×7
Jiangyong Yu
×6
Zhixuan Chen
×5
Chen Xu
×5
Qiang Wu
×3
Shuo Wang
×3
Changyong Shu
×2
Yuzhang Shang
×2
Yuxuan Yue
×2

Papers

  1. BWLA: Breaking the Barrier of W1AX Post-Training Quantization for LLMs
    ACL 2026 ·
    Zhixiong Zhao
    ,
    Zukang Xu
    , Dawei Yang
  2. FQ-PETR: Fully Quantized Position Embedding Transformation for Multi-View 3D Object Detection
    AAAI 2026 ·
    Jiangyong Yu
    ,
    Changyong Shu
    ,
    Sifan Zhou
    ,
    Zichen Yu
    ,
    Xing Hu
    , Dawei Yang
  3. OTARo: Once Tuning for All Precisions Toward Robust On-Device LLMs
    AAAI 2026 ·
    Shaoyuan Chen
    ,
    Zhixuan Chen
    , Dawei Yang,
    Zhihang Yuan
    ,
    Qiang Wu
  4. VAEVQ: Enhancing Discrete Visual Tokenization Through Variational Modeling
    AAAI 2026 ·
    Sicheng Yang
    ,
    Xing Hu
    ,
    Qiang Wu
    , Dawei Yang
  5. EA-Vit: Efficient Adaptation for Elastic Vision Transformer
    ICCV 2025 ·
    Chen Zhu
    ,
    Wangbo Zhao
    ,
    Huiwen Zhang
    ,
    Yuhao Zhou
    ,
    Weidong Tang
    ,
    Shuo Wang
    ,
    Zhihang Yuan
    ,
    Yuzhang Shang
    ,
    Xiaojiang Peng
    ,
    Kai Wang
    , Dawei Yang
  6. GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning
    ACL 2025 ·
    Sifan Zhou
    ,
    Shuo Wang
    ,
    Zhihang Yuan
    ,
    Mingjia Shi
    ,
    Yuzhang Shang
    , Dawei Yang
  7. MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Static Quantization
    ACM MM 2025 ·
    Jiangyong Yu
    ,
    Sifan Zhou
    , Dawei Yang,
    Shuoyu Li
    ,
    Shuo Wang
    ,
    Xing Hu
    ,
    Chen Xu
    ,
    Zukang Xu
    ,
    Changyong Shu
    ,
    Zhihang Yuan
  8. MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues
    ICRA 2025 ·
    Zhaofeng Hu
    ,
    Sifan Zhou
    ,
    Zhihang Yuan
    , Dawei Yang,
    Shibo Zhao
    ,
    Ci-Jyun Liang
  9. MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
    ICLR 2025 ·
    Zukang Xu
    ,
    Yuxuan Yue
    ,
    Xing Hu
    , Dawei Yang,
    Zhihang Yuan
    ,
    Zixu Jiang
    ,
    Zhixuan Chen
    ,
    Jiangyong Yu
    ,
    Chen Xu
    ,
    Sifan Zhou
  10. MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance
    ICML 2025 ·
    Zhixuan Chen
    ,
    Xing Hu
    , Dawei Yang,
    Zukang Xu
    ,
    Chen Xu
    ,
    Zhihang Yuan
    ,
    Sifan Zhou
    ,
    Jiangyong Yu
  11. OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
    ICLR 2025 ·
    Xing Hu
    ,
    Yuan Cheng
    , Dawei Yang,
    Zhixuan Chen
    ,
    Zukang Xu
    ,
    Jiangyong Yu
    ,
    Chen Xu
    ,
    Zhihang Yuan
    ,
    Zhe Jiang
    ,
    Sifan Zhou
  12. PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram
    CVPR 2025 ·
    Sifan Zhou
    ,
    Zhihang Yuan
    , Dawei Yang,
    Xing Hu
    ,
    Jian Qian
    ,
    Ziyu Zhao
  13. Pushing the Limits of BFP on Narrow Precision LLM Inference
    AAAI 2025 ·
    Hui Wang
    ,
    Yuan Cheng
    ,
    Xiaomeng Han
    ,
    Zhengpeng Zhao
    , Dawei Yang,
    Zhe Jiang
  14. RSAVQ: Riemannian Sensitivity-Aware Vector Quantization for Large Language Models
    NeurIPS 2025 ·
    Zukang Xu
    ,
    Xing Hu
    ,
    Qiang Wu
    , Dawei Yang
  15. RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization
    ICML 2025 ·
    Chen Xu
    ,
    Yuxuan Yue
    ,
    Zukang Xu
    ,
    Xing Hu
    ,
    Jiangyong Yu
    ,
    Zhixuan Chen
    ,
    Sifan Zhou
    ,
    Zhihang Yuan
    , Dawei Yang
  16. SPENet: Self-guided Prototype Enhancement Network for Few-Shot Medical Image Segmentation
    MICCAI 2025 ·
    Chao Fan
    ,
    Xibin Jia
    ,
    Anqi Xiao
    ,
    Hongyuan Yu
    ,
    Zhenghan Yang
    , Dawei Yang,
    Hui Xu
    ,
    Yan Huang
    ,
    Liang Wang
  17. M&M VTO: Multi-Garment Virtual Try-On and Editing
    CVPR 2024 ·
    Luyang Zhu
    ,
    Yingwei Li
    ,
    Nan Liu
    ,
    Hao Peng
    , Dawei Yang,
    Ira Kemelmacher-Shlizerman