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Qingrong Xia

6 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

EMNLP ×2ICLR ×2AAAI ×1ACL ×1

Frequent coauthors

Xinyu Duan
×6
Zhefeng Wang
×6
Juntao Li
×5
Min Zhang
×5
Ping Li
×2
Yixin Ji
×2
Yang Xiang
×2
Yi Su
×1
Yuechi Zhou
×1
Quantong Qiu
×1
Jikai Wang
×1
Zhenxu Tian
×1

Papers

  1. Accurate KV Cache Quantization with Outlier Tokens Tracing
    ACL 2025 ·
    Yi Su
    ,
    Yuechi Zhou
    ,
    Quantong Qiu
    ,
    Juntao Li
    , Qingrong Xia,
    Ping Li
    ,
    Xinyu Duan
    ,
    Zhefeng Wang
    ,
    Min Zhang
  2. Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
    EMNLP 2025 ·
    Jikai Wang
    ,
    Zhenxu Tian
    ,
    Juntao Li
    , Qingrong Xia,
    Xinyu Duan
    ,
    Zhe-Feng Wang
    ,
    Baoxing Huai
    ,
    Min Zhang
  3. Beware of Calibration Data for Pruning Large Language Models
    ICLR 2025 ·
    Yixin Ji
    ,
    Yang Xiang
    ,
    Juntao Li
    , Qingrong Xia,
    Ping Li
    ,
    Xinyu Duan
    ,
    Zhefeng Wang
    ,
    Min Zhang
  4. Multi-Branch Self-Drafting for LLM Inference Acceleration
    AAAI 2025 ·
    Zipeng Gao
    , Qingrong Xia,
    Tong Xu
    ,
    Xinyu Duan
    ,
    Zhi Zheng
    ,
    Zhefeng Wang
    ,
    Enhong Chen
  5. Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
    EMNLP 2024 ·
    Yixin Ji
    ,
    Yang Xiang
    ,
    Juntao Li
    , Qingrong Xia,
    Zi Ye
    ,
    Xinyu Duan
    ,
    Zhefeng Wang
    ,
    Kehai Chen
    ,
    Min Zhang
  6. Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations
    ICLR 2024 ·
    Yisheng Xiao
    ,
    Juntao Li
    ,
    Zechen Sun
    ,
    Zechang Li
    , Qingrong Xia,
    Xinyu Duan
    ,
    Zhefeng Wang
    ,
    Min Zhang